{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pickle\n",
    "import torch\n",
    "from torch import nn, optim\n",
    "from torch.nn import LSTM, modules, Embedding\n",
    "from config import *\n",
    "from model import EncoderRNN\n",
    "from pre_process import get_embedding_matrix\n",
    "import torch.utils.data as Data\n",
    "import operator"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "embedding_matrix complete\n",
      "Epoch:  0 | Step:  0 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33  10032\n",
      "    2141     26     17  58082     26  16745     18    155   3332   4918\n",
      "    2294   2293      2   1471    142    812  16637      7     26   4613\n",
      "     432    916   9654   1449    234     18     10   1397    113     61]\n",
      " [     0      0      0      0   6531   6531     33    751   1175   3860\n",
      "    3934    604      4   2549     18      4   4366     18    155  12279\n",
      "    5775    622     43   4233   3431     18      4   6605  29869     18\n",
      "    5923    112    260     17    338   1399   1758     17   4696  66387\n",
      "       4  69257     18   1149    210    715    160   9145    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   1978   2124\n",
      "     592   1513     18   1620    272  36620   1556  20569     43     17\n",
      "  157890  80666    272   6207   1556     17  28386    589  13188   3493\n",
      "      26   1758     17    264      4  24879   8042  18581    286     61]\n",
      " [     4  27146     43  23912     17  11143     17   3472     43     17\n",
      "     189     17    188    187      4 174645  19946     43     17  12717\n",
      "      17  13449     17   4221     17   2356     17    541    157      4\n",
      "  174645   4569     43   2392     17   3362     17    948     17  20312\n",
      "     605   5491     53      6   2448    737    277   8839  65661     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33    421   8528    155   4197     46   1735    524\n",
      "      43    484   8656   2796     18 112104    155   1751    138    379\n",
      "     772     43   1129    340    379   2675    160    484      4    940\n",
      "      13   2403   5998     43   3095   2063    155   3893    737    141]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   2072     17    329     26   4062     17   2366     27\n",
      "     962  23269      4   7254     17   1588  12736    379 174636     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   1033    142    802  14182\n",
      "     123      4    407     36   1858   1940    224     17  68805     26\n",
      "    1974     43   1371     50   2595     18  25471    916   9102     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33    440\n",
      "    2294    160    349      7     17    365   2897     17    364     26\n",
      "  174635    160  10321    365     28  42180     20      7    277   1042\n",
      "     113   4062     17    331   2733     17   1195  57312 174634     61]\n",
      " [    17   3808      4   1566  24673   8642     18     28   1182   3807\n",
      "    1376    123     10    261   2633      7    671   2246     17  16175\n",
      "      26    226   5218    251    639    261    260     17   9177  38421\n",
      "      28    158    157      4    213    525     18     50   5455   5218\n",
      "       7    297    155   2633      7    485   5167   6112    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   6515     26    937    379\n",
      "   21268     13   2593    871    542   6688      7      4    968     18\n",
      "      17  17231     26    293  46993    234     18    277   1018    148\n",
      "      17  12214  17924      4   6690   2222     18    286  16484     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1 19  1  1  1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  9  1  1  1  1  1  1 19  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 17  1  1  1  1 18  1  1  1  1  1  1  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 98\n",
      "  99  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  9  1  1  1  1  1  1  1  1  1 19  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  1 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   1721     43    264     17   2070    155    163   5103\n",
      "   47164      4   5995     26   3218   8714    160   1042    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33    189     17\n",
      "     228  62955  26808     26    932     53     28     17   1269   3477\n",
      "    6787  26868      4    962     17   8147  10947     43   4757   5723\n",
      "     142  24695     43    289   6633     17 174644   3524    555     61]\n",
      " [ 36384   2672    155   2443     26  16696   4167    234     18     36\n",
      "    5105   4204   3666      4  10315      7   5207     17  36376    253\n",
      "       4     17   2726     17    405   2725     28   1386   1069      7\n",
      "       6  10867    123     13   1201   2063    155    277      2    886\n",
      "    3666      7      4    968     18     28    277   5115   1342     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   5784    138   6531  12752   2033\n",
      "      18   6531    861    449    455    261    447     17   1097      4\n",
      "     757     17  28321   9415   1653     17   1115   4870    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   4156     50    422     17    679   9217    160  24603\n",
      "     142   1338    277     46     17   2366    338     17   9306     61]\n",
      " [     0      0      0      0      0      0   6531     33   6605     18\n",
      "     142   1402      7     25   2148    449    225     46     43   1033\n",
      "      18      4   9537    160   1047     18      4   1169  26420      7\n",
      "     432    225     46   5016  15340      7     17   5905      4   5904\n",
      "    5903    739    277     38      2    142   4457  10065    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33  67177     17\n",
      "   29569      4    491     18     26   1372 174545     28  12270     43\n",
      "   17650    432    916    460   1966  22837    162    153     17   1317\n",
      "    1669      2    447  11792   3315  11791    440   2960    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   1664    128    449     17\n",
      "    5567    160    231     18    138   7587   1829    148   1949   1602\n",
      "      18     28   8695     18      2   7647    296     17   9847      4\n",
      "     289   2805     43    135     18     17   9848   1384    959     61]\n",
      " [  1324 174642      7    671    529   9954     13   6531  17066  11806\n",
      "     113   6531      4  16487  88667     17    871      7   7264     17\n",
      "    8422     50   6531     17  75957      4   4665    113   6531    521\n",
      "    1664   1072     18     26    682     43   4167      7      4     57\n",
      "      18     26   1455  52211 134081  84791      7     10    458     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33   1127   1126     17\n",
      "    1125   1124     20    160    196  27758    142   1133    192     18\n",
      "       6   4590    706    277   1129     17   5305    160  27502     61]] | batch y:  [[  1   1   1   1   1   1   1   1   1   1   1   1   1  17   1  18   1   1\n",
      "    1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1  10  33  11   1   9   1   1   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1  10  11   1   9   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1  31  32   1   1   1  30   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1 135   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1  30\n",
      "    1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1  31  32   1  30   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1  25   1  24   1   1   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1  20  21  22   1   1   1   1   1   1   1  23   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   4   1   1\n",
      "    1   1   1   2   3   1   1   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]]\n",
      "Epoch:  0 | Step:  2 | batch x:  [[     0      0   6531     33   2072     17  29920     26   5802   6519\n",
      "    8476     18      4  22163   1744     43   5040     18  15037    261\n",
      "     260  44643     18   1143   8831    234     46     17 102214    253\n",
      "     142   3284  15600      7    277     17    480    138   7421   5660\n",
      "      18     28   9806    224     17  22562    148    686      1     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33    141\n",
      "      26   9353   1370      4   1819   3644   2253    358      7  51315\n",
      "      17  27605  27604     18     26  12420  41270     18    277     17\n",
      "    1097   7290     26 174670 174669      7     17  29522   1370     61]\n",
      " [     0      0      0   6531   6531     33   7116     18   6727    155\n",
      "    4324   4288   2304    823   1669   1026    182   1141    421  20333\n",
      "     459   1162   4218   7240     18   1514   5237     18     50  34441\n",
      "   36971    155   3689     17   1168    757     18     17   1857      4\n",
      "    1856   1855    739     43   5628    253      2    447   5626     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531   6531     33\n",
      "     149    148    642   5699   1148    163    454     46     17   6061\n",
      "      17  46777     50  16272      7     17  74632   9073    447   6531\n",
      "      17    483   1291     18    940   6190   1277    160   1366     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0     33\n",
      "     426    227    138     43   2342     43    748     26  16191    297\n",
      "      36    848    320    836   1898   1356     13  14162  17571  35906]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    493     18  14805   3052\n",
      "      18      4    233     17  18624   2075     28   4623   1533     18\n",
      "      17 174546   2197    447   6531     17  45009    160    781     61]\n",
      " [    43   3654     88     17    108   9323     17    228    227     17\n",
      "    1097     26   4343    709     43  29413     26    276   2048    162\n",
      "     153     43   2500     26    276   6641   3705    149    419   8645\n",
      "      18     28    348  38418   1620  36905  47442      4   4228      2\n",
      "    1785   1984   6641     26   1971   1359     50   2006    157     61]\n",
      " [   862      2   5169    155   5952    155  17452  20406    162    153\n",
      "   24127    225    497   3847    138   1785   8293   2033     18     26\n",
      "   50630   2475      6   7977    546    264     50   1090   1324  19171\n",
      "       7     17    172     17  75734 174664      4   1086 162732  10717\n",
      "      18    277  56442   9716    148      4    968     18   1671     61]\n",
      " [  1863      4   6531   2724     26   6531    449     10    261    438\n",
      "      17    193    192     18     26  11277      6  27910    155   1528\n",
      "    4748     43    662      4   8652     18    298  10404    524    155\n",
      "    1961     53   2996    261     17    617  14011    160  27910     17\n",
      "    8306      4   1304     20     43   1115    284      7    324     61]\n",
      " [   155  11160   2831    272     46    379  12753    160    484 174626\n",
      "       2   8654   1508     18   5724     17   1512     43    484     26\n",
      "   12753      4   4559     18     26     17    224     17    772     13\n",
      "    9243   7406    277     43    529  61052      4  28283    123    521\n",
      "   47000      6    127    277   1129     17   7255   3659   2696     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1 10 11  1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1  1  1 30  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 18  1 17  1  1  1  1  1  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 20 22  1  1  1  1  1 47 49  1  1  1  1  1  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  9  1 10 11  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  1  1  1  1  1  1  1\n",
      "   4  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]]\n",
      "Epoch:  0 | Step:  3 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531   6531     33  39705   8630   4687      7      4    934\n",
      "      17    264   7720     26     17   5328     26   2048   1170     28\n",
      "      43     17    264   3161     26     17   9232  25474     26    877\n",
      "    4266    459    460    323    162    153     17    535   2768     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0     33    365    788     43    772\n",
      "      50  11059 174630  10074    155   6947    160    972     18      4\n",
      "  174629  61817      7     26   1921   1141    421      2   9065     10\n",
      "    2449    484   2175     18    260   1128    844      4    823      1]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    2988      4  63851   2471    739     43   1281      4  15213    555\n",
      "     739     17   1857      4   1856   1855     17   1168    757     18\n",
      "       6   1221    355     26    843    432    297   5237    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33  11437  11436     17   1125\n",
      "    1124   2109    160   1940      6   1186    459  14501    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33    264     17   4220     26    213 174573 174572\n",
      "  174571    142  71784     26  24741   9674   6862    679   3563     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531   6531     33\n",
      "    5235   2121     18     43 122252   2746    142   1860     53  29722\n",
      "      17   7182    160   2115     17  10285   2186      4    289   2805\n",
      "      18     17  17464    166   5525     17    753    419   1151     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33  11162      4   2096    611      7     43  14636      4\n",
      "     617     18      4   1943   1277     17   2269   2573     26   1474\n",
      "    2494      7     17  82666     13   1408     18    277   8640     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0     33   1850\n",
      "      26   1756    972     26   9610     43   8585    155    210  37636\n",
      "     163     26  22909   8014    648    455    862    447   3392      1]\n",
      " [     0      0      0      0      0      0      0      0   6531   6531\n",
      "      33  89348     43   8972    155   1449  40635   5670 146995   5029\n",
      "  174553  53397    163      2   8257   9226     17   2246     17  18794\n",
      "      26    529 174552    521  46691  69614  63755  18793      4   5425\n",
      "      43 129719    123      4    679      7     17  48294   7408     61]\n",
      " [ 45275   1551    160   1047   1046     18      2   2862    261     43\n",
      "      17   6398     50      2    162   3580   6531  31249      4  11461\n",
      "    6531     10     17   1860  15730    471     43    662    142   5912\n",
      "    5907     43   1129    138   4029     46     17   6587   7255     50\n",
      "     489    488    155   1851     18    447   6607    253      1     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  17  1  1  1 18  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 17  1 98 99  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  4  1  1  1  1  1  2  3  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 10 33 33 11  1  9  1  1  1  1  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 20 21 22  1  1  1  1  1 47 49  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 17  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1  1 28 29  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]]\n",
      "Epoch:  0 | Step:  4 | batch x:  [[     0      0      0      0      0      0      0      0      0   6531\n",
      "      33 174577   8558    155    127    225   4205   1958    224   6253\n",
      "       7    379   1959    972     18     43   1974     17   1940   1620\n",
      "    3359     43    460      4    800     18  22689   4434     17   1974\n",
      "   20569   2575    225     17   5666   2762   7664     17   1940     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33   2070    508    114   4299   1234     18     26\n",
      "    2072      4  16986  16985      6  70730    152     18     43  40970\n",
      "    6410   4399     18      4   2018     18    155    304     10   3736]\n",
      " [  2159  15232   1012    128  37823    155    379   6531  49228    128\n",
      "   23980   6531    155   1751    266  14134    153    143   1598    155\n",
      "    1069   3510     18   1418   1033    484    113    448    649    155\n",
      "     421   5812     17   1022     18     13    951    432    225     46\n",
      "      17   1184   4666  27260     18      4  34151  34150    324     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531   6531\n",
      "      33   5905      4    757     17   5904   5903    739  15445     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "     491    160  15249     17  16379      4   1241  47741     18    155\n",
      "   21365     53    138   1957     43    529    633  11297    387    266\n",
      "     521   6360 100729    633    391      4   8972      7    340     17\n",
      "    6761   5987    160   2445    253   1990    737  16378    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   2072     43   3094     17   2246\n",
      "      17   2070     17   2269     26   8831    261   1795  17335     18\n",
      "   17772    421    438     17   5604 174657    123    160    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33   2246     26   9803   1097   4539     18    117\n",
      "    1003      7    138   1239  40413    123     17   6299   4539     18\n",
      "      26  36435    702    261     43     17    229     17   1098     26\n",
      "    2355      7     43    513   1239  40413    123   2640    578     61]\n",
      " [   258    163    721   4758      7    155   7947     10  26598  13225\n",
      "     260      2    529   1525     17 104491  11305   9087    448   4381\n",
      "     521   6531  27365    846    448 174696   9156   6531     17  11230\n",
      "      53     26   9534     17   5301   4740      7    150     46   5298\n",
      "      78     18      4   1115   8745      7     17 174696   9156     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   1892   2573    160    908\n",
      "      26   2739   3638    138    235  15224      4    764   1776   7554\n",
      "       7     17    398   3638     28   5858    277   3027    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33  17092     43   2515     17    158    157     17\n",
      "   11265     17   3592     17    529   7568     43   9218     17    715\n",
      "     521     17    112     43  16594    141     26    346    578     61]] | batch y:  [[ 1 17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1 98 99  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1\n",
      "   1  1 17  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 20 22  1  1 47 48 49  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1 31 32  1  1  1 30  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1\n",
      "  17  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1 10 33 11  1  9  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 26 27  1 18  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 18  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  5 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   5042      4 174589  16600     17\n",
      "   16107     43     17   2072     17    329      4 174589  43335     43\n",
      "      17  92475     17   5042      4 174589   7637     17    360     43\n",
      "      17   5807     17   4595     53      6   2448    277    578     61]\n",
      " [    26    298  10098    916   5207      4    824    379   1100     26\n",
      "     359     43   4381     26    348   1797   1107     17    191    752\n",
      "     379 102481   9299 169290   2189     92   2351     90    174    103\n",
      "    2286     17   5252     26   2063  46518   3067  13929     36  89803\n",
      "    1353    379 155312  13160    529     41    521    174    604     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0     33  14317     26  33062\n",
      "    1370      4   2755     18     28   5257     26   1876    182    622\n",
      "       2     30  13397  31081  25751      7   2810    225    261   1151]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   1721     43    264     17   2070    155    163   5103\n",
      "   47164      4   5995     26   3218   8714    160   1042    846     61]\n",
      " [     0      0      0      0      0      0      0     33  15559   5218\n",
      "    1732  12676      4    934    751  13237     18     26    822    962\n",
      "     916    348    394      2   1916    774    309    240   6503   9539\n",
      "    2824     18     28   4411  13630  22013    155    751    148   9199\n",
      "    1574    309     18   4436   2309      4  75598  17699     33   1209]\n",
      " [    33   1037    160   3613  31793      7     26  16492    589     17\n",
      "     336     28    316   1710    160    541    158    157     26    683\n",
      "    6782 174637     18    266  75209  45847      4    379    735    138\n",
      "      43   1651     26     17   3847    138  11117   1300    379   8273\n",
      "      18    155 135868  10568    155    449   1982   7196   5796     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   2072     43   3094     17   2246\n",
      "      17   2070     17   2269     26   8831    261   1795  17335     18\n",
      "   17772    421    438     17   5604 174657    123    160    781     61]\n",
      " [    50     17   2013     17   4595     53     43  27691   3033   5353\n",
      "    2551   2550    158    157     18      6   4519   2253    836     18\n",
      "      50  44496     43   7105    828   2065      4    298    183    277\n",
      "     141     26   4665   2270      4   3232     78     18     28   6531\n",
      "   11305   4665   2270 174658  13149    113    448  23155   2270     61]\n",
      " [ 13031     26   2930     43   2415     18      6  15749   6119     46\n",
      "   13032      4  34234     18    266   1324      7   1773    529 174566\n",
      "  174565  77562    521  96992   1338   8412   8921 174564      7    266\n",
      "     277     17 174563  81690     43  65147 174562 146268     18     50\n",
      "    6424   6705   7413      7   6531     17  26638  79756   6531     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33   1195     26     87   2185   9587   1940   9586\n",
      "      28   1395   2398      4   1368   1367      7    277   7616    113]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  19  1  9  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 26 27  1 18  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1 28 34 29  1 10 11  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1\n",
      "   1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 10 33 33 33 11  1  9  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 19]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 10 33 33 33 11  1  9  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  6 | batch x:  [[     0      0      0      0      0      0      0      0   6531     33\n",
      "   13608   7857    142   2644     26   6669  17457    160   6688     18\n",
      "   15002    155    524   6134    224     26     17    305   4838    142\n",
      "   10979      7    225     17  49162     43   8065     17  36279    240\n",
      "    8481     26   6688  10977   3872     18     17    178   6519     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    365   2897     17    364     26    690   4781    918\n",
      "    4505   1732     17   6159     26    497   9717     10    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531   6531\n",
      "      33   6361     18    138   1809    884      7    142     17   2246\n",
      "      17   5854    155   2750   1162     17   1141   1162   1607     61]\n",
      " [  1555   4266   3178   8328    113     17   1386    310      7      4\n",
      "    4819     18    142  23786    827    359   4817     10    261    503\n",
      "      17  10981     17   2069     26   3531    310  43175     18     26\n",
      "     962    225     17  13242     17  99898   1257     17     54    160\n",
      "   99898  13903  27940     26  35586   8179    160  99898  13903     61]\n",
      " [     0      0      0      0   6531     33   5250     18    240    447\n",
      "      17   3428   3427     17   1125   1124    160   1940   6531     17\n",
      "     353   7760     46   1735     43  16130    508   4470  36381     43\n",
      "   32740    355   2618    155    460   2762    450  50951     43     17\n",
      "    4961     18  12829     43  33909     18   4029  22735   3489     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531   6531     33    131     53    904\n",
      "     155  12384   3086    940  18242    225    493     18    503     17\n",
      "    1129     17   1157     26   4471     26   3615  37055    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33   1129     43    772     43    379    694     43  13744   4232\n",
      "    7255    128      6    843    379    193    192     18   1021   1033\n",
      "   15088   2720     18      4  31021      7     36   5481    622    535\n",
      "     138    497     30  21615     18     17   4281   1434    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33     33   4950     17  27611\n",
      "      26 174561     43     17     33   4950     17  10310     26 174560\n",
      "     379   1511   2749    912   1277   4728    297   3052    113     61]\n",
      " [     0      0   6531     33    772     13   9003  10378      7  33750\n",
      "       4  12772     18  18854     43   1129     13   4224    128  33192\n",
      "      17   1845    871     18    142    484  51931    448   9345  11136\n",
      "       7      4   2929   3799      4   2641      7  20438    182    155\n",
      "    3679   4841   2353     18     17   4376    151    128   2778     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33    309\n",
      "      18      4  32403     43   7767     17  11713     18    138   9262\n",
      "     160   1908     18   4365    155   1212      4   1211   1210     33\n",
      "    1209      6   6781     10    261     17   6824   4782   3368     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  9  1 19  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1 28 29  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  5  6  1  1  1  1  1  1  1  1  1  1  7  8  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  4  1  1  1  1  2  3  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1 18  1 17  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1 17  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  7 | batch x:  [[     0      0      0      0   6531     33   1948   1839     17   1962\n",
      "    1946     18      4    654     18     13   3414     43     17   3512\n",
      "     744     43   1515  10802    155   4832  14208   3968     13   3414\n",
      "     622    261    503     17   4569     17  11450    155   4640      6\n",
      "     480    482   1840    315     53   2618    622   3376    253     61]\n",
      " [     0      0      0      0   6531     33    440    991   4672    123\n",
      "      17  23722  35047      4  13094     18      4  12711   1030     18\n",
      "   11102     17   2221  19444   1656     18     28    293   3498   2834\n",
      "     142    654   2116    440     17 174702   1588  31241    447   6531\n",
      "      17    429     13   1795    155   1401    143   1508   3489     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0   6531\n",
      "      33   6740   4740      7    150    261    503  10160     18    155\n",
      "   23485    261    869   6097  20370    709   2448     17   3861     17\n",
      "    7214     26    557     17  11477     17  17324    379 174605     61]\n",
      " [   158    157      4    940     43    279     17    999     17   2342\n",
      "     340    379    525    158    157     26   3974   1646   3899    138\n",
      "    7751  18290   1162    701   1504  13187    142   5703      7   3862\n",
      "     155   3419   1162    447   8930    739     43  32102   1588  32101\n",
      "    1653     17   3525   3524   3362     17    289   7380    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33     89\n",
      "      88     26    233    332   1301    421    671   1857     43   6796\n",
      "      17   3511     26    401     26   5309    225   4505   4055     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33    129  14481  10332     18      4\n",
      "     153    984    865    421    524   1141   4123 100223    471     43\n",
      "    5636    160 174648      4   7627     18     17    401     17  13345\n",
      "      26    803    277    224     17  12502     26   7315   1475     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "    5245    353   5620    182    622   1540   7812      4  15668    754\n",
      "     671  15512  23303     43    108     17    525      4   6984    488\n",
      "      18      6   2498   5260      7    142     17  34576     17    541\n",
      "    5653     26    552   7904    272   8025   3488    749    113     61]\n",
      " [   142  21886    421   4202   3663    984   3284    296   1940    224\n",
      "     713   6761     18      4    953     18    182    155   1198     14\n",
      "     984   2575     17  12649    432    225     17   1948   1839     17\n",
      "     654   1946     18     43     17   3428   3427     17   1940      4\n",
      "    1125   1124     18   1021    535    142   3856   1949    846     61]\n",
      " [     0      0      0      0   6531     33    264     43   2070     17\n",
      "     112     17   2072     17   3094     17   3057     17    193    192\n",
      "      18   2156   3087   3101     18     43     17  13197     43   3591\n",
      "   12706     17   6905     17   2839     17  44661   1010  46154     17\n",
      "   22743   2156    298   2066    225  11255      2   7815    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   2072     17  28052     26    803    277  16883     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 20 21 22  1  1  1  1  1  1  1  1  1\n",
      "   1 47 48 49  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 20 22  1 47 49  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  4  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1 18  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 19  1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  8 | batch x:  [[  5567   1946     18    142   1337      7   1143   1959    972     18\n",
      "    3284  31380    524    155   8102  39403     43   3663   2346     26\n",
      "     633  89831    387    984   1836    296   1940      2  10394     17\n",
      "     447   3428    253   6531     17   5040    151      7    182    647\n",
      "    6531     17   3435      4  89723     17    493  31380    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33 174641   2330    224     17\n",
      "    5328    589    264     26   1274   2442    155   1756     50     17\n",
      "      21   5851     18      4   1720  12962    824     43   5848     18\n",
      "       4    823     26   1437    639    297   5309    551      1     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33 157641    253    449     17\n",
      "    1857      4  36647   9984     33   1209   5241   5520    113     61]\n",
      " [    33    682  42784     18    142   8533  67011 174590  10285      4\n",
      "    6819      7   3451     17  29362  71592  16030      7     26   2714\n",
      "    1381    160   6206    253      4   3432   3245      7  10464    155\n",
      "    3413    183    225     17    241    419   2943     88      4    891\n",
      "     228    788     18     26    332    224     17   2843    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   2475     18      6   1159    123\n",
      "      50     17    350   1937     26     17    141    889   2562     26\n",
      "      17    555     17   3636    163    843  45439   1393   1338    545\n",
      "    9078      7     17  34941     26    941   1850      7   2768     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33    480\n",
      "     138  35016   9043   6406    359     18     36     17   1033     18\n",
      "     508  13847     46   2309     50    947   2061      7     17  79561\n",
      "   11143    739    447   6531     17    649  14173   1277    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   4062     17\n",
      "      95   5257    932     28  10038    962   1350     17   6904     17\n",
      "    7312     26   1139     43   3511     17   4417     26    312     61]\n",
      " [    18   2996      2    233    155   2030  11382     43 111023      7\n",
      "      50  10762     43  34832     18     26  11315   6403  81398   5075\n",
      "    6531     17   7733      6   1766   2963      7     26    447     17\n",
      "    7315    618      4  10603     78     18      4    654     18     43\n",
      "    7733     28  11315      4   1182      7     17  57176   1240     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531   6531     33   4432   1977  20376    155   5170\n",
      "    6531   3435    447     17   3428   3427     17   1125   1124    160\n",
      "    1940      4    131     18     26   1030    123     17  13819   2471\n",
      "      17   2963   4487   4486     18      4  15073     18    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   1712    182    155   8566      7    138     17   4305\n",
      "      17  29192     26   1876    182    622    169   3318    846     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 98 99  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  9  1 19  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 10 11  1  1 28 29  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11\n",
      "   1  1 28 29  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 31 32  1  1  1  1  1 30  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 20 22  1  1  1  1  1  1  1  1  1  1  1  1 47 48 48 48 49  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  4  1  1  1  1\n",
      "   2  3  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  9 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33  78771  32573     18      4   2400  22609     18  45260\n",
      "    4870   1135   7315     78      7      4    152     18     43   1185\n",
      "       4   1184   5099     18      4    654     17 156903   3656    133\n",
      "     447   6531     17   2951   4201   2550      7    160    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33   2269     50   3007   4075   4433   1638  10749\n",
      "     142  45624  16886   1563   1533  25860     20     18   3822  93696]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "      33  22025     18    142    381     26   2495  31852     18    138\n",
      "    1903   9143      7     36    298   8158   2050      7    916    635]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33   2906     53    138   1916   4524    155    280     17   4813\n",
      "     488    123     10     46    233    340     17   1259    432    916\n",
      "    4426   1453   2841    447     17   1445      4   1474   8308      7\n",
      "      17 152746      4    654   2116     18     17  59639   2590     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    264     26 174579  14135    824     18      4    823\n",
      "     138   3676   1171   1434     43    894    148    155    932    277\n",
      "     224     17    309   5328     26  23431     28   1599   1763   1314\n",
      "      18     17  13187    118    419     18     17   1487    286     61]\n",
      " [     0      0      0      0      0      0   6531     33   4858    155\n",
      "    7964    160 174741   2746     50  30101   5850    155  17675    296\n",
      "    1016   8119     18   1751  17857    253   1810     17    426  12122\n",
      "       4  14129  14128     43  12214      4  25143   3524   7799     17\n",
      "    5237    749    359     17    480    138   1529   1518    286     61]\n",
      " [    17   2549  27210     18      4  28468   3723   3889     43    671\n",
      "     115 131940     18     26   2517   4365    471     18     17   2221\n",
      "    1010   7309  31480  31481      4  13959  19090    671  18702 131940\n",
      "    2512   1219    387    160    170   4365    155   3283    224     17\n",
      "    2549   2895   1281     18      4  12819   2471    485  24928     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "   30679    387    155   2048    387    671 147890     17  37573     92\n",
      "   17320     90     17   3290     17   3727     17    140     87   2248\n",
      "      17     87    222  12672    784    157     17   6986   1671     61]\n",
      " [  1024  32385   1281      4   3033   9417  32385  10391      4  29332\n",
      "    4041     33   1209   4134   9519      4  15947  25247     33   1209\n",
      "    4134   1097      4   9307   6539  32385    756      4  35043   1641\n",
      "      33   1209   4134   6754    908     17   5384    477    555   5102\n",
      "       4   5209   5208    739    448   9485     13   6658  13910     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33  11173  47767\n",
      "     128    138    951    702     10    231     18    447     17    735\n",
      "       4    289   2805     43   3034     18     17  11549  11223     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1 20 21 22  1  1  1  1 47 48 48 49  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  4  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 19  1  1  1  1  1  9  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1 50 52  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 20 21 22  1  1 47\n",
      "  49  1]\n",
      " [ 1  1  1  1 10 33 33 33 11  1  1  1  1  1  9  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1 20 22  1  1  1  1  1  1  1 23  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  10 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0     33   4728   2558    160     33\n",
      "    4820     18     43    908     26  13862  27703     18    298  17114\n",
      "     266    265   1560   2628   5172     18    240   2558     26    183\n",
      "     459  17646   2787    224     26   5257    419    233    485   5411]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0     33   1000    994\n",
      "      18     28   2495   3576     18   1547   1732   2342     26    783\n",
      "      18   1547     50   4465  10484  23280   5855  50740    784    157]\n",
      " [    33   8147     26    363    917    421      2    277  27579     13\n",
      "    3842    113   5187     17   3259  30727   2593     18    324   6531\n",
      "     448   3155     17   6928     17 174570     50    765   4121   3123\n",
      "   11252      7     10    261      2    447   7559  12751    123     26\n",
      "      43 174569    277   1095  20321    546     17 174568  39063     61]\n",
      " [  8481     50    277     46     17  60162 121471  33115   6987    379\n",
      "  158579    272   4310   3351     53      4    940     17   4815    788\n",
      "      50     17 128895   9522     43   9156     43     17    529  61816\n",
      "    6311     18      4    338    521  76574    921   5023   3590     18\n",
      "     589     17   1512     50   4310   2066    225  17444   1426     61]\n",
      " [     7    671   1183     17   4949      4     17  13236  22999     17\n",
      "    2349      7    671   3576     17  29049      4   1051     17    409\n",
      "   60544  14746     17    878     43     17  13236  64488     17   2060\n",
      "       7    671    141     17    426  32422      4     17  13236   1740\n",
      "    8063   1393     17   4595     53      6   2448    277    578     61]\n",
      " [  3650    123   1732  14878      7     26  24987      4     17    177\n",
      "     157     43  10054      4   1892   2342     18     26     43   9177\n",
      "   27627    155  15842    157     50    784    157     26   2495  13703\n",
      "      18    138    888   1143  27712 139024   3846      4    379  71641\n",
      "       4    941   6598      7     10    421     17    528   1475     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   1352    488      4  27189     18  19417    225  17857\n",
      "     253    224     26   1291     18    266  16932    937    459     17\n",
      "    4619     20   1051     17   1683      4    947     17   1685   1684\n",
      "      43     17    426  12122      4    947     17  14129  14128     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33   1167     18     13    272    772     43   1129]\n",
      " [     0      0      0      0      0      0   6531     33    329      4\n",
      "       2    162   2720   7307   2787     10    149    419    129   2842\n",
      "    2834     18      4   2085    160    892    701     17   2072     26\n",
      "    6658   1546    338    272     17   8425     18     26    717    459\n",
      "    1798   2475   1797     36     17    160     33  75764   2663     61]\n",
      " [     0   6531   6531     33   2694    231      7     17 174612   8374\n",
      "     447     17   8563    387    155   1550    387  10201 174611   3835\n",
      "      13     17   3093    162    753   9201     18    117 174610  10485\n",
      "    8371    155  13754    916     17   8481   3161     26  20400    483\n",
      "    6362    709   9351    224     17   2221  36851  20400    113     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10\n",
      "  11  1  9  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 12 14  1  1  1\n",
      "   1 15]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  9  1  1 19  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1 31 32  1  1  1 50 52  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [18  1 17  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 19  1  1  1  1  1  1  1  1  1  1  1  9  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  0]]\n",
      "Epoch:  0 | Step:  11 | batch x:  [[    17   1502   8644     36    937     17  30613   1051    142   3842\n",
      "  174574    123     43     17   3493  89793   5073    142  26153      7\n",
      "     715   3940    296      2   5240 142452     18     43     17   1033\n",
      "      18    240    715     43    112      4  33625  21150  28290     17\n",
      "   14687     18     13     17   4077     17   1325   2306    253     61]\n",
      " [     0      0      0      0   6531     33    141     26     87   2185\n",
      "    3924  14160  13701     28   1438   1966      4  22864     43  12676\n",
      "     984   5082    439     18     13   7795     53 120947     17   1272\n",
      "    7975   9539   2990     26   3747      4   9632     18    138   6969\n",
      "      13  11374    356     53  16312     46     17  21093    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531   6531     33  10551\n",
      "       4  10284      7     17    735      4   3034     43    289   2805\n",
      "      17  11549  11223    447   6531     17   8652    142    353    142\n",
      "    5231    151      7  12332   1481    453  11879   1481   3489     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    447    231     18     17   2269    155    276    391\n",
      "      43   3094    155    931    622    276   2048     17  75917     18\n",
      "       4    276   9044    297   3835    622    112     43   2072     17\n",
      "    5061  68417      7     17 134288  70934  37481     18   1475     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531   6531     33   5655  26789     18\n",
      "      28    298  14901     17    401     17 174575     50   5090      7\n",
      "      17  47004  19716    447   6531     17   8401    160    781     61]\n",
      " [     0      0   6531     33   5182    542   5775  10374  49415    160\n",
      "    4333     18      4    233     43    213    525   4686    788     28\n",
      "    3206  10254      4   1182      7     17   5376  29144   2176   6531\n",
      "      17  38076     43 148741      4   4031     18     36   5481     43\n",
      "   60236  56848    160   3613  50867  10372     43   3165   6260     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    353   7600    639    266\n",
      "    3644    355  23206    737    297   3087   1051    438     17    772\n",
      "     508   7866   1135   1134   1844    155   3064   1162    260    191\n",
      "     419 174596   6836    118  17163   1989     43   1517   1722     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   5658     26     17   2181    108\n",
      "      26  17407   3854    972     43   3854    712   4879   1021    169\n",
      "   63542   2810    225 174550  13945  31721    113  76185  76184     61]\n",
      " [     0      0      0      0      0   6531     33 117252     18    142\n",
      "    9037      7    421    183      2  28070      4    309     18     26\n",
      "   15233  12872      4    570      7   3955     43   2246    155  20659\n",
      "      46   4336   2551   2550    104     17   8198    680     53     43\n",
      "  174680  16602  57795    272   7247   2708    160  14628    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "     518  32413    394     13  19218   9247    448  11926   3766    123\n",
      "     843   1277    225     17   2072     17 108950     26     17 174668\n",
      "      28   3476  32610     18     17   3454     17 174668  71792     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1 17  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1 10 33 33 33 11  1  9  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 20 22  1  1  1  1  1\n",
      "   1  1  1  1  1  1 23  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 20 22\n",
      "   1  1  1  1  1  1  1 47 48 48 49  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0]\n",
      " [ 1  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  1\n",
      "   9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 54  1\n",
      "   1  1  1  1  1  1  1  1  1  1 53  1  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  12 | batch x:  [[     0      0   6531     33    189     17  10833   3638     26    932\n",
      "      53     28  37027   2903    138  26952  20414     53      4    553\n",
      "      18    138    258    962     17 174660     43  43125     17 119767\n",
      "      17   6676   7564     36   3052   1359    142   1417  48064   3847\n",
      "    2292   5921     43    717    351      7     17 164676   4970     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    329     26  43278   6746\n",
      "   20907     18     50   2881   9247 174607      7     17 174606    754\n",
      "     706    353      4    233     17   8000   2419    160   2072     50\n",
      "     353      4    912     17   1631    272  41912   3055   8297     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33 174554     26  26129    798     10    822     17  13415\n",
      "    2396    142     17   2082   3809   5008    296   1162   1151     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531   6531     33  15112     18\n",
      "     138   9280     43  11565      7     17 174643  34699   3091    447\n",
      "    6531     17   8304  10374      7     26   6510   9957    503    270\n",
      "     315     18     26   2125   2674    917     18    277    772     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   1097     17   6233     26   4062\n",
      "      17   2248   3477    138  10038     17  22312    379 174706     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33  67183    355   1712    297     69      4   8031\n",
      "    1024     33   1209     43    110      4  79911   3524   7535   1653\n",
      "      17   3576      4   1657   4956    166    740    739   1151     61]\n",
      " [ 41133      7    155     17   3455     17    529   6531 174689    113\n",
      "    6531    521   6531 174688   9576   6531     17   8415   8414     18\n",
      "    5484     17  15749   6109   8528    155   3385     26   2072    155\n",
      "     112     50   4165      2    605  12814   6135      7      4   1115\n",
      "       7     17  16599   2476     17   1408   2560     18    286     61]\n",
      " [     0      0      0      0      0   6531   6531     33   2903     26\n",
      "    4234    155    210      7    721  19134    160   5437    253     13\n",
      "    3414    155    449  55562    253      6   1045      7    155    304\n",
      "      17    447   2747   2746   6531     17   7559   3455     18   1034\n",
      "    2726     26  11011     18      2   5559   1758    942    635     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0     33    329     26  63769   7168  29742\n",
      "      18     28    567   2519     18     28   1556     18     43   5108\n",
      "    1021  12623  28568    123    240    753    419    760   3488     18\n",
      "       4  10170     18    155   1409     10   2762      4    953    113]\n",
      " [   253      6  10386      7     13    802    160  10853   1865      4\n",
      "   32790      7  14260   1406    296    379    415     43   1517     17\n",
      "    2070     17    112     17   2072     17   3511     17   3094     17\n",
      "     193    192     18    379   3860    604      4   2549     18      6\n",
      "    3225   9094    114     18     17    447    261     17   8315     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1 17  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 31 32  1  1  1  1  1  1 30  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 19  1  1  1  1  1  1  1 28 29  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1 30  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 10 33 11  1  9  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 17  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]]\n",
      "Epoch:  0 | Step:  13 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531   6531     33    170    138  10074    525     18      4\n",
      "     525     53     26 142154    142  39290  14103    142    763    869\n",
      "    6343     17    649   1455     17   1908    749    160   2369     17\n",
      "      84  11751   6531     17   2304      4   4994    272    458     61]\n",
      " [  6531     33   4868     78    757     18      4    135     20      7\n",
      "      17   1212      4   1211   1210     33   1209     43    671   4803\n",
      "   10011     78     18      4    135   2116     17   2309      4  75598\n",
      "   17699     33   1209    671   4803  10011    757     18      4    135\n",
      "      17   5099      4  75363  21525     33   1209    485   1815     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33  12877      4   1848    648\n",
      "     155   5196    123   1534     17  12815     18     26     10  13670\n",
      "    2548  65416   2553   6581    672  18403  13787     18     17    112\n",
      "      17  10776     26    753    148     30     29      7   1671     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    493   6753     18    843    224      4\n",
      "    4891     17  42652  28481  14332   7859     18     43   4428   4427\n",
      "   20644    153     17   4082     18    155  10825    432    297   1162\n",
      "     438     17   2618   1940   1143   1974     50   1986  20798     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33  16814\n",
      "      26   6904      4    213     18     28  28880      4   1182     17\n",
      "    4272   6312   2389    447   6531     17  35282  45677      7    589\n",
      "     277  91575     43     17  17625      7    589    277  59293     61]\n",
      " [     0      0      0   6531     33   2072      4   9497   2992     43\n",
      "    1548      4  17973     17   4855   7706    193    192     18      4\n",
      "    6539     13   6101    449    438   3219     17    518    516      4\n",
      "   12769   2837    355     13   1133    192     18      4   9207     18\n",
      "    1667    297    296  14721   4483     17    158    157    286     61]\n",
      " [   192     18     26    137    160   4460   6454     26     17  13560\n",
      "   13559     17   5425   4460     43  56333    226   1585     53  18972\n",
      "      26    562    261     38   6123     18    142  33810     43  25827\n",
      "   65201    128     13    684     17    605     53    155   2043  26357\n",
      "     824     43  16457    128   8550    155   9434    620   4460     61]\n",
      " [  2072     17   2736     50   8908    471     43 174736   2244     17\n",
      "  174735     17   4372     17 174734      6    363    340     17    529\n",
      "   22348 149256    355     43    521  59006     43   3560   9470      6\n",
      "   12199    363  11654   6531 174733     18     43  45750     18     17\n",
      "    1373    113   6531     17  18814   1779    160    440    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    213    158    157     28\n",
      "    9220   4456   1352      7     17   4663   7535    447   6531     17\n",
      "   11173      4    856   6144     18    138    432    938   1815     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33   4062\n",
      "      17   2048    171     17    189     17    188    187     26    932\n",
      "      28     17  10056  10055     17 173612  13497    379  96883    529\n",
      "     387     95    521    387   1838     17   8677   3524    755     61]] | batch y:  [[ 1  1  1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1 30  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1 10 33 11  1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  4  1  1  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1 71  1  1 69 70  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 20 22  1  1  1  1  1  1 47 48 49\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11\n",
      "   1  9  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  14 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33   4507   2842   6863\n",
      "  111838    128     17 174687  16905   2246    142   2903    148    617\n",
      "      18    138  28928    622   1162    338    671   7210    589   3606\n",
      "      26  25550    541   2246    298  46529    432    297 174686     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33   2176    285     18\n",
      "      17   4138     26    186   3364     18    998   2755   1069      7\n",
      "      28   1876    459    484     43   2574     50   2729 174587     61]\n",
      " [  5567     18    142   1599   6531     17  25729   5378   1341   4637\n",
      "      36     38   6531  13572   6676   6531     53    142    717    465\n",
      "      17   1330     18     43   4885   9674     18      4  10222     18\n",
      "      10    421    934   2249     26   2922     10 101526    253    447\n",
      "      17 105321     28    374   4217   2805     17  11930   4833     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33  22202   3123    488   1434      4   1735\n",
      "   23674   8680     53      4  18867    823     17    329     26   1352\n",
      "    5457     43   2072     26    298    559  47731    253   6611     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    264     26 174579  14135    824     18      4    823\n",
      "     138   3676   1171   1434     43    894    148    155    932    277\n",
      "     224     17    309   5328     26  23431     28   1599   1763   1314\n",
      "      18     17  13187    118    419     18     17   1487    286     61]\n",
      " [     0      0      0      0      0      0   6531   6531     33   8000\n",
      "    1946     18     26   3435     43    196     26   6591    340     17\n",
      "   10793   5290    142   1860 127143   1157     26    493     18   3543\n",
      "   19646    277  35353  20936    798   4205    494   1016    525    438\n",
      "      17   1129     13   1999   6836  12611    193    192    113     61]\n",
      " [    46     17   4849    121    165    589   5205     43   3636    163\n",
      "      50  21336    163  15069    155   4465    573      6   3908     17\n",
      "    1171     43   1502   2698     17    494   4544   1631    155  13962\n",
      "    1659   2215    760     18      4   1227    258    148     28   3224\n",
      "    1631   3046    142   9345     18     17   8930   1865   1475     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    1959    972     18   1547   2762      4   1095     18     26   3955\n",
      "     225   1940      2  34283   1163  52727     18   2127  14653  19504\n",
      "     272    901   1946      4  57689     18     17    421    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "    6531     33   1015    261   6531     17  12723  59025     18    138\n",
      "   17163   1277    916    635    224     17   4233   7997     18     26\n",
      "     617      7    589    462    364   6531     17   6425     26  82815\n",
      "     142    365   2897   6445    234 174613   8414    253   1607     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33     95     10    261    260   3027\n",
      "      18     13  44281    150    261    447     17   2072   3450     26\n",
      "  174714      4    894   5925     18     26    298    559     46   7980\n",
      "      26   8380   6943      7     17   3714     17  90565  12321     61]] | batch y:  [[  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1  10  11   1\n",
      "    9   1   1   1   1   1   1   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1  20  22   1   1   1   1   1  23   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1  18   1   1   1   1  17   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1  19   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   9   1   1   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1  18   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1  17   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1  69 147  70   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "   17   1   1   1   1   1   1   1   1   1  98  99   1   1   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1  28  29   1   1   1   1   1   1  19   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1  19   1   1   9   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   0   0   0   0   0   0   0   0   0   0   0   0   0]]\n",
      "Epoch:  0 | Step:  15 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    108  13375     26     17    229     17  32837     26\n",
      "   30801  83641      7   3642     17   2943     88     26   3615     46\n",
      "      17  12839     17  34830    253     17    848    320   3864     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33     54     53      4   1314     18\n",
      "      43   1693     17   3794     50  28992     17   6061     17   6060\n",
      "      26    932     28     10  15139   1341     17   4299   7143     18\n",
      "      26   2269  10045    193    192     18   1449    419    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   8356    138    363    319\n",
      "     162    153   2330    338  78394 166737     18     50  21951    160\n",
      "    2273     18      4   1244  10752    148     17    329     26  50618\n",
      "  107650     78   7167     17  40410   8782     18     50  11473     61]\n",
      " [   162   5565    153  66767    183   6531    794     18      2   3581\n",
      "      17    447  96910    253   6531     17  24761  13134    123    589\n",
      "     421    183      2    683    611   6516      7     43   1082  28266\n",
      "    2758    123     13   6531  12548     10   6531 174591      7    589\n",
      "     462   6531    916    224     17  44588    160  24042   1151     61]\n",
      " [     0      0   6531     33   6457   3079   3040    155    772  25376\n",
      "      43     17    193    192     18     26   1986    142  27783   4440\n",
      "       7   3065     17    270    315     18   1146   9125   2556   5113\n",
      "      17    484     26  17342    488     18   2713    155  67784    296\n",
      "    1972      7      2  15214     53  70405   1046    253      1     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "   14051     63      4  16746     18    869   5007     18    155   2644\n",
      "     155   7240     18   3093   1162    447     17   1857      4    757\n",
      "      17   1856   1855     17   1168   2708     18     43     17   5630\n",
      "       4    947     17   8369   5377     17   1168   3659    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    447   1030     18     17   2072     17  28052     26\n",
      "    3109    338  16883      2   5061  90546     18     17  28055     18\n",
      "       4    914   3053      7  10484    737    622   6209      1     61]\n",
      " [     0      0      0      0   6531     33    320    884   1664     18\n",
      "       4   9347   7933     18   2774     17    633   7205    387    162\n",
      "     153    277   1603     29  38373    160   2501    113      2     17\n",
      "    2221   7973    141     18      4    135     17   5238   1655    476\n",
      "       6 174692   1072     18   4361    585   4084   2501    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33   7240  10465     18   1860    635    934\n",
      "     449    438     17  19443    142   5388    622    635   6531    448\n",
      "     447     17   5905      4    947     17   1111  10389    739     61]\n",
      " [     0      0      0      0      0   6531     33   3511     26   4418\n",
      "       4    213     18      4   9662   3701    651     43   2070     26\n",
      "   52711  52710     43  14538      4    213     18      4 174617   3790\n",
      "       6 174616  54421      4   8891    113     26   2628    277     17\n",
      "     848    847      7   3170     26   1916     17  45938    113     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1\n",
      "   1  1 28 29  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1  1  1 30  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 10 33 33 11  1  9  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 98 99  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1  1 30  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9\n",
      "   1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 20 21 22  1  1  1  1 47 48 49  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1 31 32  1  1  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  16 | batch x:  [[     0   6531     33  11059   5073    471     43     17   9260     17\n",
      "     772    508    438   1517    508  13319    155   3955    449    277\n",
      "    1405     18      2  22403    141   4218     17   1517     50  16435\n",
      "   25262   3407     17   6956     43    609   3596     18     26   1405\n",
      "    5938     18   8333    155   1997  15756    193    192    113     61]\n",
      " [    33    149    148   2104  19044 144756    917   4817   2810     43\n",
      "     149    419   6233     26  18869  18868     28   2104    702  24180\n",
      "   11177     17   2990     43  17287     17  29654   1621      4 119112\n",
      "      18     17  18094   9186   3543  15132  27965     18  17468     26\n",
      "     804    143   7596    459    339  10433    405    359   5411     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531   6531     33\n",
      "    5905      4    947     17   1111  10389    739    447   6531     17\n",
      "     497   9578    277     14   5305    647    460    488    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0     33    804\n",
      "    3126  31496      6  16047   3199    824    128   1440    449    647\n",
      "    1940      2    277   4469    196     18      4  12597    118     97]\n",
      " [   260     17    494   4233   3431     13   1949      7    142   1537\n",
      "      17    848   1278    359    553   1954      7    138    621   3650\n",
      "     160  10800   1143  18134     10     17   9343    749    142  17951\n",
      "      18      4  20698   4910     18      4   1030   1501      7     43\n",
      "    4987    160  10796      4   1115      7     17 174673   1111     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   1940      4   1959     18      4\n",
      "    1908     18     17     16   4421     43   4364    253    155     17\n",
      "    5217   4533     18      4    135     20     18     17  45700   3723\n",
      "    3033     50  12211   5177    160   4408    253    266  57967     61]\n",
      " [  6601   6600     17    654    160   1129     13   5947   6883    155\n",
      "     379    351     36   1940  15187     43    379  24447   1501     53\n",
      "   50629    225   1046    253      2    320    394     18    721   5245\n",
      "    1359   6830    155    234     18  12513    272    163   9602     46\n",
      "     757    233     43   5626    612     18     43  13856   2746     61]\n",
      " [     0      0      0      0   6531     33 114093      4    541     18\n",
      "     210    155  33374      4   2260   1925    123   7768    272   3206\n",
      "     151  15038    155   3815  16015    128     43    149    148   4299\n",
      "     160   1040     18      4  12279     36     38    160   4300     17\n",
      "    1984  24004    160   2269      4    233     36   2707    227     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    350   5882     17    541\n",
      "     178   6212     17 117924 115263  25259   6290 117923  21117     61]\n",
      " [  2501    158    157    113      4   8890  11298  64334     18     17\n",
      "   64333  11243     43     17    177    157     50  12537   6943      7\n",
      "      17   8347   2396   1291     18    671  90498 147463 107876    160\n",
      "  174558   6381   6531    671 174557 154291     18   6531  30251  19442\n",
      "   35765   4761    160 154291    253    266   9552    160    458     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1\n",
      "   1  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1  1 30  1  1  1  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 18  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  2  3  1  1  1  1  4  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 20 22  1  1  1  1  1 47 48 49  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  4  1  1  1\n",
      "   2  3]\n",
      " [ 1  1  1  1  1  1  9  1  1  1  1 19  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 10 33 11  1 28 29  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1 20 22  1  1  1  1  1  1 47 48\n",
      "  48 49]]\n",
      "Epoch:  0 | Step:  17 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33  28287   1141   2497    484     18     47  14051\n",
      "      18   5822    155    552     56   1502   1849   3076    950      4\n",
      "   18217   3524  12588     43   5905      4   5904   5903    944    757]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33   1255     27    117     17  16293     17   1870   3976  16294\n",
      "   13768     17   1566  16294     17     87  30621     17  13494  26355\n",
      "      43  43780   6531     17 127623     43  29609     18     26 107650\n",
      "    8782     18     50 174599    448  34132 174598  55724    533     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33  10206    114     18\n",
      "    1143   1736     14   7461    585    584    583   3543  15077 174597\n",
      "      17  29254    819      7    589   2795    541   2246     17  28181\n",
      "   13273   1508    355  19168   2246      4   4844     18  20839     61]\n",
      " [     0      0      0      0   6531   6531     33    213    158    157\n",
      "      28   6862     46   1169   4551      7     17   6708  31102    959\n",
      "     447   6531     17 115506     47    277   2119    355    260   1233\n",
      "   88319      4   2030     18    138  42033    940    931    155    371\n",
      "     148     26   5235   1029    142  25357     47    160    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531   6531     33   2497    484     18      4   2688      7\n",
      "     155   9891   5388     53    240   1529     18   2066    737     17\n",
      "    6253    484    160    654     18      4   1169    757  61454     18\n",
      "     432    225     46     17   5905      4   5904   5903    739     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33  24310  31721   1732   7857\n",
      "      43    529  78211     18     28    521  12575   7857     13   1813\n",
      "   10120     17  85130   7857   5673    338   6093     43   2070     17\n",
      "    2269     26  11814  78211     43   2269     26   3443 174679     61]\n",
      " [ 32889     17   6233     26  18869  18868     43    671    908     26\n",
      "   58620    671   1195     26 106860     43 174713    671   1348     17\n",
      "    2173  37781     26  37780  10757     28   5450  13950    671    541\n",
      "     158    157     26 174712     43 161741  25564     17   5450  13950\n",
      "      28   7740    277  78706      4   9136    190    379 174711     61]\n",
      " [     0      0      0      0      0      0      0   6531     33   9451\n",
      "     667      7     13   8127     26    706      4     43     17    191\n",
      "     419    196     26   6591    508   1033    160   1940    721   6531\n",
      "    7469   6531    123  29735   1614      4   8061    277  78539    253\n",
      "      17  75091  51649     17   2694   1556      7    155    616     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531   6531     33  70882\n",
      "     253     43    671   1785     18    155    151  12251    737    277\n",
      "      46    264      4   2226      7     17 150609 150608    671   3370\n",
      "    1282   9247      7     17  22315  12717    272  41596    113     61]\n",
      " [     0      0      0      0   6531   6531     33    529  16576    521\n",
      "    6531   2647  17930    157     18     43   9992 174725    113    448\n",
      "   11280    155    312   6531      4   1593     43   1566   1195     28\n",
      "    6057      4   1182      7     17  68353     85  26069    447   6531\n",
      "      17    151    449    277  10515  12474      4   2281    113     61]] | batch y:  [[ 1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1 10 11  1  1  1  1  1  1  9  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 18  1  1  1  1  1  1 26 27  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 20 21 22  1  1  1  1  1  1  1 47 48 49  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 18  1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1\n",
      "   1  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 31 32  1  1  1  1  1  1  1  1  1  1  1  1 30  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 20 21 22  1  1  1  1  1  1 47 49  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  18 | batch x:  [[     0      0      0      0      0      0      0      0   6531     33\n",
      "     513  17457     97     96    128      4   2689    990     18   4209\n",
      "    3648     43     17   2070     17 164666     26    183   4504    566\n",
      "   18680     18   8378    297     46   2217  12117   1735   4209    351\n",
      "    3046     17   4029   3878      7 107306  53479  41072   2189     61]\n",
      " [    33   1033     18    984  40098   6829  31391     18    138  13135\n",
      "    6536      7    352     17    484     26    489      4  18775    160\n",
      "    1046   1838  12596   5476      7   7708     26   5626   6489    359\n",
      "    2606    622     17   6253    484    160   1047     18      4   1169\n",
      "     757  12288    123     17   5905      4   5904   5903    739     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33    426    425     43\n",
      "     350     26   2844     43   4473      4  13941   2135      7     13\n",
      "      17    460  60038 100835  86100      7    379   3001   1029   8681\n",
      "   19504   4236    160    541    158    157     17   1779   3885     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33     69     17  13345     26    460  41003     61]\n",
      " [     0      0      0      0   6531     33     89     88      4     17\n",
      "   15244   1010  15243    142   4411 125971    282      4    654    440\n",
      "      17  20018  14683   2244   5077    447   6531     17  27567  45926\n",
      "    2340  15244   1010  15243     18      4     25   1465    155   1831\n",
      "     272      2   6730   1434      4    234     18    277    190     61]\n",
      " [ 15682     10     43   8119      4   1016     18      6   1409  11065\n",
      "   22948   5322    940   1993    261     17   3661      2    286     33\n",
      "   20675     17    141     26   8119      4   1016    193    192     18\n",
      "      26   2433   9365    142   2186   8989   8403     18    155  79885\n",
      "      43   2186   8989   8403  13390     36    346    737   2471     61]\n",
      " [   541    158    157     17   1014     17    908     17    529   2943\n",
      "      88     43   8965  16313    521   1097     17   1195     26   1552\n",
      "     226     26   4457     43  47001     17   6581      4  14527     18\n",
      "    3291    432    297     17   4204   6253    226     43  27762      4\n",
      "     513      7     13    684     17    635     17   1177   3885     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "    4544     10   3435      2    941     18    138   1940      4  11437\n",
      "   11436      4   5906     18    142    162     17  15253  11751     17\n",
      "   17022    163     43  15248   2746      4   6113    142    717   4498\n",
      "    1506     10     30     18     17    149    419     17   2677     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    712  11129     50  10334\n",
      "    3547   2222  11129     18   5453    297    155   2125     18     26\n",
      "    6688   7990    234     18    277     17    293 174619    151    160\n",
      "    4898  10977  12214     18     17  17231     28  19106  26863     61]\n",
      " [    43    298   6932    182    155    231     18    142  10386      7\n",
      "    5305    338    155    917     17   1218    160   2768   1655      4\n",
      "      25  67386    887    155    885    493    546     17   2269      4\n",
      "   16554  14624   1544   4075   4331   4330      6    848   2259   3593\n",
      "   12594   6101   6449     18     50   1261    277    421      1     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1 28 34 29  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1 10 11  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 19  1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 33 33\n",
      "  33 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  9  1  1  1  1 10 11  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  2  3  1  4  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 19  1  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  2 58 58  3  1  4  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]]\n",
      "Epoch:  0 | Step:  19 | batch x:  [[     0      0   6531   6531     33   1848      4     25   6531    922\n",
      "     261    224     17   1016   7872     18      4   1218     18     28\n",
      "    1465    297   1507     17    894   3151    160    426   8317     17\n",
      "     228   2227     26  10575  55644     18      4    823      2   5137\n",
      "    1242   1241    108    279     18     17    480    138      1     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   2246     17  16175     50  13683   8107   2995      7\n",
      "      17 120457    155   1736   4030      2    671    552    138   2800\n",
      "      18     28   4192    639    585    459 131075     18      1     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "      33  32889     17  34048     26    932     53     28   1317    138\n",
      "    1115    605      7      6    877   1916     10     17  20946    592\n",
      "      43  20338     26   3967   4176      7     28  16592   6292   1095\n",
      "      53    183     46   2273  44299      7     17   9682   8067     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33    189     17\n",
      "     188    187      4     17  13140     17  27422    379 174697     61]\n",
      " [    10     17  73995   3524  29937     56     18     17   3636   3563\n",
      "      17  13140      4   5115     18     28     17   3055   2903    962\n",
      "      17    523    163    869    320    323    162    153    142    158\n",
      "     157     17    108   9691     17    541    157     26  10974   5669\n",
      "    4666  23892   3725     46     17   4602  59462    379 174739     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33   5550    355    984\n",
      "   10242    297     46  10268    509    633    359   2797     18    266\n",
      "   33063    272   1129     43   4569    701     17    772     43   1129\n",
      "      50   4671   2125     18   1143  13994   5537     43  65609     61]\n",
      " [   405   2725    155    753    148  12452     43   1756    270     26\n",
      "    1301   1452     10   2374     26    494   8659   8658     43   1756\n",
      "       4  16699     18     26  27240   7472  26713  65593      7      2\n",
      "     552    447    494   1022     17    953   2982      7   2037   1560\n",
      "    2888   1452      4   1049     18      2   1750      7    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33    529    353   1620  62853  16442     43  10250     17  98086\n",
      "      17 174684    521    518      4   9312   5747    225      2    226\n",
      "      18     17  35787     26    223   5298 146587     18    155   2681\n",
      "    5587     10    862     17    103     10  96797   8755   1607     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    147    149      7     13\n",
      "      12     17     27     26  14217   3662    503    189     26    359\n",
      "     917      4    233     10    542     18    438     17   9693      4\n",
      "  119888      7    225     17   3345     17    228    541   2898     61]\n",
      " [ 10013      4   1911     18     26   6531     17  10575   1752   6531\n",
      "     482     18    763     36   1261     47   1831   1206     17   6601\n",
      "    6600   1838     13   1949     43     17   1157     17    491    160\n",
      "    1129   2077    142     17  13856   9052     17   4841     18      4\n",
      "    7534     18   2539  15000   2903     26   4841   2353    113     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1 28 29  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 19  1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 36 37  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1 38  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 10 11  1  9  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1 28 29  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  10 11]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 10 33 11  1  9  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 10 33 11  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  9  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 54  1  1  1 53\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]]\n",
      "Epoch:  0 | Step:  20 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0     33   1195     26 174699    142   3132     44      7     36\n",
      "     939  10080     43    451   1779     18    869   1562   4849    253]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   7298     18\n",
      "      13    117   1465   1738    449    916   2072      2   3601    261\n",
      "    4218     17   1756   1860    155   2630     18      4  11722  12431\n",
      "     916   2072      4   1951   1411   1838      2    447   8461     61]\n",
      " [    33    264   1323     26   1051     17  18517     17 174716     26\n",
      "    1309    151      7    549     43  19763      4    309     18     26\n",
      "    2926 174715    128     28   1947    153   1773      6     17    149\n",
      "       7   1947  56036    155     17    264     26  13408   3053    128\n",
      "    8271    162    153    296     33   7931    447  23921    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531   6531     33   2030     18\n",
      "     266   4523    836      4   1593     18     43   4803   1134   9835\n",
      "   18787     18    142    654   2116     17  58488  42730    447     17\n",
      "   69650   4321   1994    142   4435   1664     18     26 174720     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   1940    508\n",
      "    1986   7472     26   2418   5008     10   8659   8658     17   1974\n",
      "      43   1959    972     18      4   1050  80952     18   8668     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33 174685  30399     43     17   9028     17   9311\n",
      "      43   3104   5414    450      4    680    956     17 174685   1331\n",
      "       4   9155     18  28939     17   1940     17  38885     26   3480\n",
      "       4   1184  20343     18      4   4219     43   6490    113     61]\n",
      " [    18   6531     17   1577   4915    118      7  26543    737    297\n",
      "    1040      4    193    192   7843     18     43    756      4  32840\n",
      "      18     36   1277     17  10291  11598    153    143      7   1667\n",
      "     225   2125    826     17  21739     26  10896   6445    234    635\n",
      "    1669   3935     43   3020    826      4   1003     18    418     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   5505     43  29262     17\n",
      "   10806     17  11484    448   9473   2758    128    155  10440   7502\n",
      "   13203     17  14282   3601    449    225    264     17   4220     43\n",
      "    4338      4  16798  11173   6510   1301     18    142  33017     61]\n",
      " [     0   6531     33   2726     13   1795    155   1723    494     42\n",
      "       2   4509     18    916     43   1624  35431   8673     10    261\n",
      "     447   6531     17  21105   4472      4   6261    846    448   4234\n",
      "       4  43511    113   6531      4   1593     18     43    213    212\n",
      "      28   3826      4   1182      7     17 174640     86   3978     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "   38684     25  38402    155  24826  15281  13110     43    379   2269\n",
      "      26 174667      4    605 104761     18     43   2070   3450     26\n",
      "   14186      4 174666     18    589    379  11659    682    155   1502\n",
      "    4672   1051  15578  82666     17   4844  56980    471  23746     61]] | batch y:  [[  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1  19   1   9\n",
      "    1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   2   3   1   4   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1  18   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1  17   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1  20  22   1   1   1   1\n",
      "    1  47  48  48  49   1   1   1   1   1   1   1   1   1   1   1   1   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1  17   1   1   1   1   1   1   1\n",
      "    1   1   1  18   1   1   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1  19   1   9   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1  17   1   1   1\n",
      "   98 137 137  99   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   9   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1  19   1   1   1   1   1   1\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1  17   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1  18   1   1   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1  17   1   1  18   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   0   0   0   0   0   0   0   0]]\n",
      "Epoch:  0 | Step:  21 | batch x:  [[     0      0      0      0      0   6531     33   1119   1518    142\n",
      "    2151   3488      7   1667    155   1119    160    654     18     50\n",
      "   17204    916  44169    253    934     17  44169  44168     17    654\n",
      "    2116  65718     53   1687    449    181     17  23954  29667     17\n",
      "     654    160   9266      2   2148  80577      4   1390    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531   6531     33   5791\n",
      "    3995     53      4    419     18   3527    155   1723    261     43\n",
      "     379   2246     17  15106     26    277    932     53    379   1809\n",
      "     912    142    193    192     18     26    432    916    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33   2072\n",
      "      43   2269     26   2085    129   4176    916 170839    701     17\n",
      "     112     43   3094     26   1659     10  16338    934     17   2687\n",
      "   18303   3127      7    183   3052    359     18    447    578     61]\n",
      " [ 17444    521   2372   2133   2471     43     17    141     17  12588\n",
      "       4   2372   5870   1331     17    141     17   3833      4    529\n",
      "  126850  15009    521   2372  28598     17  10324     17    561   5028\n",
      "       4    529  18468   7157    521   2372   4621     17   2356     17\n",
      "     426    227      4   2372   1588   4886      4     54   9762     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531   6531     33\n",
      "    2706    439    160  15121     13    524    296   2805    151     18\n",
      "     447     17  15121    869    939 114436    253    503     17   3591\n",
      "    2169      4    289   2805     20     17  49516   1588  13180     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531   6531     33   8930   1865      4  19864\n",
      "     744     18  82001     17   4868     78    757     18      4    135\n",
      "      20      7     17   1212      4   1211   1210     33   1209     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33 174586    671 174585\n",
      "      17   2246     17  14236     17 174584   2244 174583  78377     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   2269     43   2072     26\n",
      "    1927  10949     43 174578     43   1956     43  40354      4   3967\n",
      "     871      7    255    686     43     17  16239      4   4523    359\n",
      "    3278    261    503     17   2246    155    690   1736    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "     189     17    188    187     26  37027   3477     17    480    962\n",
      "   20316     17    529     55    521   1655  10149    379 174659     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    972     43    270   1021  25512   9628\n",
      "      18      4   1029     36   4196    123   3127     36    277     17\n",
      "    3667     17  11653     50  30347      7     17 174650 174649     61]] | batch y:  [[ 1  1  1  1  1  1  1  4  1  1  1  1  1  1  1  1  1  1  1  1  1  1  2  3\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1\n",
      "   1  1  1  1 18  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1 20 21 22  1  1  1  1  1 47 49  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1 17  1 18  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  22 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0     33\n",
      "    1959    972     18    155  15805    296      2   1940     13   4429\n",
      "     151      7   1477   1795     43   1974     50   2877   5487     18\n",
      "   12677    155   7710   1946  13303    155   1686    277   1948    253]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33    213  94090     28   2420   1148      7     36   9360   8458\n",
      "      43     17   3389     43   2274   3756     18     17 174695 108392\n",
      "     138   1597   2099     17   6956     17 174694     26   4736    262\n",
      "       7     10  22288    253     17   7430    155   5173   6748     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    4924      4   6340    128   1960  29139    780    701    772    508\n",
      "    7866   1515    128  20933   1507     17   6641   4667    138     17\n",
      "    2130     17  12906     28    292    261     17    972    113     61]\n",
      " [  6531     33   2629  11463    153      7  15765    297     17   2269\n",
      "      43   2070     17   3094    340     17   3087      4   2260      7\n",
      "    1301    438     17  35695     18    984   1218    421   3543   3177\n",
      "      13    492  22316   3862    449   1141    421   2966     26   2553\n",
      "     432    225   4233   3431     18     17   1664     18    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33   7780     26   8167   1959  15244   1010   2157\n",
      "      28   3801      7     26   5456  29713   2672   4794  13950    113]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0   6531\n",
      "      33   3761    138  28296   2834   5580    123  12611    224     17\n",
      "    2075   2475      4    213     18     28    968  36388     18      4\n",
      "     220     17  56793   8496    155   9797    142   1823    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    827  73648  77610    277     43   3606    823     26\n",
      "    3644   3593    277    224     17  71089      2    298   3997    155\n",
      "    3413    617     18    671   2342     26     17  27872   1873     18\n",
      "       4   7234     18    138  30939    277  51125     17  32340     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33  14435      7\n",
      "      26 174609   7453    123     43  10551      4  10944 174608   2587\n",
      "   11549  11223    289   2805    160    735     43   5425    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33   2726     17    405   2725     28   4733\n",
      "      26     10    753    419   3821   1162     46   1701   2453     18\n",
      "     277    261      2   1826     10    421    447    494    488     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   1437   7423\n",
      "     277 174707     26   6688   1002     18     17   9266    286     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1\n",
      "   1  1  1  1 98 99  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 20 22  1  1  1  1  1  1  1  1 47 48 48 49  1  1  1  1\n",
      "   1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1 10 11  1  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 20 22  1  1  1  1 23  1  1  1  1  1  1  1  1  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11\n",
      "   1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  9  1  1  1  1  1 19  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  23 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33    149    419    633   6944    387    183     17\n",
      "    1551   1831      4   1604     18     26    277    224     17   2549\n",
      "   27210     18      4   3034     18     17  28468   3723   3889     61]\n",
      " [     0      0      0      0      0   6531     33    241    148   2555\n",
      "    6531     17   6020  38259      4  30070     43  33900    113    448\n",
      "   11789  30434   6531      4     17 174738   1240     13     17   8890\n",
      "      18    277     17    213   4716     28  13622      7     17  21239\n",
      "    1383  13730 174737    448   5126   5125   5124   5123   2189     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531   6531     33  24884\n",
      "     531     50   4038     18   4192     36   5960    128    155   3161\n",
      "      36   2246     50   6434   1220     43   3894   3745    183  27808\n",
      "      17   3032    564   8107   4957    541   2246  13237  23746     61]\n",
      " [     0      0      0      0   6531     33   4392     26   3683    128\n",
      "    3543   4832   5962   1234    721 141368    128     50   4233   7997\n",
      "      18      4    407     10    224     17  11453    138   7866  11834\n",
      "     155   1732   1999  18577    155   3376   1384   3375   1838    138\n",
      "     922   4987      4    901   3954     43   4225    160   1517     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   4062     17\n",
      "     391   2903    138    932     28  10038   3539   3188    189     17\n",
      "   10833   3638      4     17   5639     17  13422    379 174701     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   1474  11476    160   2070     26\n",
      "  124024     43  44138      4   1968     18   1021    392    612    138\n",
      "     384   7115  21556      7     17 174631  42152     17    932   1640\n",
      "    1070    233   7281     43   3642   4505    916    358    113     61]\n",
      " [     0      0      0      0      0   6531     33   1898   2762   6883\n",
      "     155   1795     18    496    155    587   7951   1529      7   1651\n",
      "    1977     43    587   2532  29139     17   3412   3411     17   1125\n",
      "    1354     43    979     53    240   1206     17   2618    622   1795\n",
      "      18    447    225   1940      4   3428   3427   4331   4330     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33  11922\n",
      "       7  23598     43 117213   7648  11081    151    394     25  12561\n",
      "      17   8890  11298    160   2501    113     17  64333  11243     61]\n",
      " [     0      0      0      0   6531     33   2070     26   4299   1234\n",
      "   45475    259     18     26   6390      2    513   3510     18      4\n",
      "    1115      7     10     43     17    365   2897     17    364     26\n",
      "    5802   9645     18     28   3510     18    142   3830    394    940\n",
      "    2810    261     17  11938   4294     78   3510      7    324     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0     33    772    138   1303   5812    155   1517    142  34702\n",
      "    1995      7   6189    155   1686    432    297    494    488      1]] | batch y:  [[  1  69 147  70   1   1   1   1   1 102 103   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1  20  21  22   1   1   1   1  47  49   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1  18   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1  26  27   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1  10  11   1   9   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1  19   1   9   1   1   1   1\n",
      "    1   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   2   3   1   4   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   0   0   0   0   0]\n",
      " [  1  20  22   1  47  49   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1  17   1  98  99   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1  18   1   1   1   1  17\n",
      "    1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]]\n",
      "Epoch:  0 | Step:  24 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33    973\n",
      "     972    160    908    138    200   2717  10277      7    155    922\n",
      "     459   1556     18     17    103    409    138     17   2231     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    420      7   2797     26\n",
      "    2072    210    155   1532   1354    488    234     18     10     17\n",
      "     480    138    329     26    328     46     17   7970    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33   5834  19007     17  10806     50   3854    712   4879    155\n",
      "    3582   4902     13     75     56     26    193    192     18    155\n",
      "     169   3862    622    421   2176     17    264     26   5955   3497\n",
      "    2516     18     17  15122  16995    379 118705  83243  63986     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33   7430     26  24346     17   1710    155   5743\n",
      "      17   2072     43   2269     17   2070     17   3057     26   2333\n",
      "     737     43   3511     17    401     26    557     10   1366     61]\n",
      " [  6531     33 141575      7     36   5105   1162     14    508     26\n",
      "   13655    297   2988      4  63851   2471     43   1857      4   9495\n",
      "    1641     17   4686   2897      4  56021   1641    589   2779    757\n",
      "      43  12931     33  12483     17  34331      6  12162    272   7240\n",
      "      18      4  19134      2  28133     43   4864   1359   2705     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33  27559    155   1982    277    337  19757\n",
      "      26    951   1732  19757   9356    272  10268    509    823      2\n",
      "    1152     18     17   1157     26   1193   9654   1475   1129     26\n",
      "   34124  54953    155  59833   7204 174710  21575   5542   5541     61]\n",
      " [    33   1095     53     26   1766   2963      7    155    280   6531\n",
      "      17   2292    277     17   6406    744   3166      4   1502     43\n",
      "  144394    940      4   2294     18    142  25827    340     17   1352\n",
      "       4   6225     18      2   8313    155   6531  10796   3076     17\n",
      "  174603   3255     17   1125    667   2109    160   1756   2897     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   6243      7    155    550\n",
      "     737     17  16378  11053  16915   6489    160   2072     36   9651\n",
      "    2834      7   5453    916     46     17 174618  77838     17  10643\n",
      "      18    142   1440  20239    438   1399    864      7    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33   5108   9563    138    466  66328    155\n",
      "     965     26   4778      4    309      7  12313    155  29403     17\n",
      "     551     26    587   5812     46   1533     18      4  15526     18\n",
      "    4770    535    138    966      4 106854  46130   4331   4330     61]\n",
      " [     0      0   6531     33    170    138    848    320   2212   2072\n",
      "    3161     26 174604     50   4987      4   1115      7     36   1449\n",
      "     234     18    142   4544     10     43     17   1125   1124     18\n",
      "     686     17  40410  27459    155   2626    123     36   3405     26\n",
      "     144    744     53    255     17   7404     17   1951    253     61]] | batch y:  [[  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   9\n",
      "    1  10  11   1   1   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1  19   1   1   1   1   1   1   1   1   1   1\n",
      "    1   9   1   1   1   1   1   1   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1  18   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1  17\n",
      "    1   1   1   1   1   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1  19   1   9   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1  31  32   1  30   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1  18   1   1   1   1  17   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1 118 119   1   1   1   1   1   2   3   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   2   3   1   1   1   1\n",
      "    1   1   1   1   4   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1  18   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1  17   1   1   1   1   1   1\n",
      "    1   1   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1  19   1   1   9   1   1   1   1   1   1   1   0   0]]\n",
      "Epoch:  0 | Step:  25 | batch x:  [[     0      0      0      0      0      0      0      0   6531     33\n",
      "   13121   1244   5200 132306      7     36    717   1571   1069      7\n",
      "       6    245     17 132306   7469     36  31211     53      4   1244\n",
      "   71473     18   1206   2587   1738    449    225  55812    253     17\n",
      "    2726     17    405   2725     28   1876    348     18  23746     61]\n",
      " [     0   6531     33  34155    757    359   1170     28    138   2920\n",
      "     773   5626     18   4419    484     26  18775   7544    160   1046\n",
      "    1838  12596   5476   6536      7    138    753   1175   2497   1849\n",
      "    4355    155  12164    296   1119     53      2   1292    447     17\n",
      "    1168    757     18     17   1857      4   1856   1855    739     61]\n",
      " [  3444      2  43520    379   7582     53 174728    155  10911    160\n",
      "    1849     18    449    277    421      2     43   2805     26   3240\n",
      "      18    277    654     18      2  16241    737     17   5905      4\n",
      "     947     17   1111  10389     43     17    950      4    757     17\n",
      "     949    948    944     43   4869    253     50  10386    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33   7780\n",
      "      26   1372   2184   2183     28  10070   3807     43 174582     26\n",
      "    1368  16863      7    277     17   6641     17   7616    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33    401     17   6693     26   3120\n",
      "   13708    160   3362     58     28     17   8953     17     95    409\n",
      "     138  97437 174625    145     20     18   2247   1240   2389     61]\n",
      " [    18     26   6575  62655     26     43    671    350   5882     26\n",
      "    2495    783     18    684    671   4196    142     17    318     43\n",
      "     426    425      4  20262   1943     18    138  13188  13187  48300\n",
      "    9515   1785    224    379    241    148   1233   1143    931    155\n",
      "    3856     17  16208   5547    160   4489   4778     18    857     61]\n",
      " [    33  21514    757   3008      7     36   7349     53    138    803\n",
      "      17   5850   9842      4   2107      7    138  12594    916   1162\n",
      "     162   3661  37133     43   8083    153      7   1461      6  68926\n",
      "      43   5205   1051  75902   5384   1222     17   6645    159     43\n",
      "    6644     18      4    135     36    149    234     53    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531   6531     33 174722   5253\n",
      "       7     43  14392   4167     20      7    563     17    213   4716\n",
      "       4 151314   1257    447   6531     17    704    160    578     61]\n",
      " [     0      0      0   6531     33    654  15281    234    160   4643\n",
      "      17   4642   4641   6128   5494     18      4    407    277      2\n",
      "    1119      7     17  17951  44715  14332     18     26   1030   6489\n",
      "       7     43 174656      4   1304     18     17 174655   2584    447\n",
      "    6531     17   8220   8401     17  18680      7    277 174654     61]\n",
      " [     0      0      0      0      0      0      0   6531     33   6131\n",
      "      17     95     63    138   1391    157     26    557     17   1046\n",
      "    3701    754    448    654   4544    182    155   2226    748    234\n",
      "      18    155    416     26    457     17   4183   3488    160   1119\n",
      "     118      7    138   8840    234     18     10    742    739     61]] | batch y:  [[ 1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1  1 30  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 33 11  1  9  1  1  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1\n",
      "   9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1 28 29  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1 47 48 48 49  1 20 22  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1 20 22  1 47 49  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  4  1  1  1  1  1  1  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  9  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1 10 11  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  26 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   1892    128      4   1434\n",
      "      43    908  16156    224     17    108   5026      4    940   2156\n",
      "     155    305     18 146029    277    309     18     17   2073     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    305  21615   2736    157\n",
      "      18    142   6608    515      7     17 174729  37286    155    280\n",
      "      17  18332   1356   2498    297     17   5602     43   1391    157\n",
      "      17   7774     50     17    748     26  24440   2877   3574     61]\n",
      " [     0      0      0      0      0   6531     33   1944    270     43\n",
      "    1959    972     18     17   1974     26   3955    309   1946      7\n",
      "      43   1033    610     18    869     50   5550    128    155   6802\n",
      "    1940     13   9003  44022      7  11216     17  34832     56     18\n",
      "      26   6710   2453      2     13    255    224     17  31380     61]\n",
      " [    17   1152     26    260  20552  29170    142    662  28019    310\n",
      "      26   8305    387   2996    297    155  19278      6    493     18\n",
      "    8002     13     17    542   2638     18     26    269   1518     17\n",
      "    2173   4674      4     17   2473     17 174588  18011     43   9953\n",
      "     253   5137  25140    151   1148      7     17   5444    286     61]\n",
      " [     0      0   6531     33     23    160    349     18     10     17\n",
      "    3432    160    349     18    138   6458  28434     18   7672     17\n",
      "    6877      4 174624  17995     43     17    149    419  36795  61605\n",
      "      18     28   5019    160    348     18    454     17   6458 142492\n",
      "     160  65933     18   7672     17   1517      4  17384  17383     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   2072     43   3094     17   2246     17   2070     17\n",
      "    2269     26   8831    261   1795  17335     18  17772    781     61]\n",
      " [  6531     33   1040    788     43    694  14707   1141      2   2888\n",
      "     142    968      7   1907     10  10084      2    694     43    193\n",
      "     192     18     26    494      6   7676   3908     43    420      7\n",
      "     162    153     26  10913     18    459     17    491     18     17\n",
      "   31781     26   1986   1294    113    379   1540     18  27139     61]\n",
      " [ 10875     18     26   2644   1162    260   1795     50   3745     17\n",
      "     226    142   4765    353   2935     17   1646    155   2511     17\n",
      "    5249    359     43   5994    359     53    155   7740    153    277\n",
      "      17  60858  58831   1042     18     17   4595     53     13     17\n",
      "     229     17   6233     26   3615     46     17  95819    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    831  27641     43 167571  15115      4   2931  22637\n",
      "     123     43   5573     18      4  26605    234     20     18     17\n",
      "   24885  48282    266   3053  22269  13909     53     50  14328   2048\n",
      "    1997   6531    592   2007  34997   8243   5187   6748  40165     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33    437     47  15909    649     43     17   1631     47  11534\n",
      "      17    553     18     26    918     28   4538   3568      7      4\n",
      "    1501     18     28     10    635     43     17    336     28  62799\n",
      "     155   2072     50   1831     17    126  50439     10    635     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1 28 29  1  1  1 19  1  1  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  9  1  1  1  1 10 11  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1 98 99  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  1  1  1\n",
      "   1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  2  3  1  4  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 24  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1 25  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1 30  1  1  1  1  1  1  1  1  1 31 32  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  1  1  1\n",
      "   1  1  1  4  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 18  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  27 | batch x:  [[   155  33258   2033     50   2294   4097      4   4732   2864      7\n",
      "      17   2827   1397    151      7     17   1065      4  43384     18\n",
      "      13   1517   8656  11227   2398   7413   9033     18      4  25382\n",
      "     516     18  15366   3704    272    453     36     17   1354   4192\n",
      "       4   3661      7     26   5812    338    277   1047    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531    529     33    753    419   2309      4   2232   2308    739\n",
      "     340     17   1171      6   3908     17    149    419     56   6881\n",
      "      18   2810   6904      4   4663    477  13180    739    521     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    108   5439     26    838   2516     18\n",
      "       4    233     17    236   5013   7154    155   1736    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   1940   1143\n",
      "    4443  26228    155   1291    128    138     43   5281     13  22961\n",
      "      10    447    494   4485      2   1172      7    138   5486  18129\n",
      "    4807   5657   1977     17    170    138   1974   2573    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33  20347    315     18   1669   3053  41947      4\n",
      "     968      7     17    112     17  15364     50    422   1734     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33   7585    157     26    529 174595    521    178    525  74436\n",
      "   40718      4    407    940    272  22301  15619   4666     18      4\n",
      "    3775   3620     18     43   4666  33836     17 139327    113 113342\n",
      "       4  20816   7948     36    178    846 174594   2189 174593     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   9402   4462\n",
      "      36    351     36     17   5142 174652     43   3822   3663     17\n",
      "   18058    493     50   2773    155    311     18   7479     17    242\n",
      "    7675     26    131   2988    128    225    224     17 174651     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   4686   2897     43    189     17\n",
      "      69      6   3908     17   7585    157    155   2556   6828    869\n",
      "    1829   1555    158    157     26   3027   5040    160    513     18\n",
      "     251     17  10631   9701  27419    123     17   6541    253     61]\n",
      " [  4033      7     17  52811   1383     43     17   1368   2990      7\n",
      "      17 174731 174730      6  50488     43    529    153    884      7\n",
      "    3812     43    521    203     18     26  10824     18    940   9574\n",
      "      17    529   3839    387    521   6531   6622     18     26   4182\n",
      "     448   3371   1454   6748   6531     17   1037   9007    846     61]\n",
      " [ 20606     17  23467    521   2070     43    529  32183     17  63572\n",
      "     521   2072      4   1943     18   1146   4431     43  10079     50\n",
      "   23433  27273   4997  20587     43   2340    391   2841     13    694\n",
      "      26   9709    128    297    622    628   2893    160    231    113\n",
      "     379 174628    448   2156    191    148  27273    151   3574     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1\n",
      "  30  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 10 33 11  1  1  1  1  1  1  1 28 29  1  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1 18  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1 28 29  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  9  1  1 10 11  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1 18  1  1  1 26 27  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 20 22  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1 18  1  1\n",
      "   1  1]]\n",
      "Epoch:  0 | Step:  28 | batch x:  [[     0      0      0      0      0   6531     33   6028   3470   2928\n",
      "       7  25557    155     17   6466   3450     26  26661    998     17\n",
      "    3454     17    777     18     50  23523    432    916     17 113670\n",
      "      43  19942    340     17  13249   1550    162    153    447   1556\n",
      "   30555 154571     18      4  15960   2842     18      4  12925     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33   2246     17  16175     26    438     17\n",
      "    9177  38421     28    158    157      4    213    525     18     28\n",
      "     320    709    142    226   5218  15273    585    455 105314     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   1721     43    264     17   2070    155    163   5103\n",
      "   47164      4   5995     26   3218   8714    160   1042    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33   5028     26   4841 174622   1287     18     28  67413  17491\n",
      "      13   1573    230    258    240  70779     18     26  13281    916\n",
      "     261    226    350    546     28     17  31452  15672      4   9761\n",
      "      18      4   2052      8  24870      7     10  96196    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    426    425    138   8265\n",
      "     889     28   7280      7     13   2615     43    178   6212     26\n",
      "    3862    622    482  27377    546     17  12883  43827     18    142\n",
      "   31065    155   5562     18    684    298    914    647    596     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33     33   4950     17   4949     26    213  12401\n",
      "      28   5718      4    284     18    138  11077   7672   1366     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   3967  10749     56     18\n",
      "       4    941    114     18     17   1555   1857     13   2066     17\n",
      "    5440   3701     17  11847      4  29123   7799   2951   4372     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33    466   4201    155\n",
      "   17857    253    142   4843      6   4465     18    843     17   5905\n",
      "       4    757     17   5904   5903    739     17    552   2768     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0     33    149    419\n",
      "     196   3450     26   6591    508   1033    160   1940   3081    578]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "    2246     17  13283  28726     26    349      4   1470   4455      4\n",
      "   17537     18      4   7977   3272      7    142    163     13 101919\n",
      "    6531     17  66213   6531     13  14278   1477   3002  14966  36313\n",
      "      46     17 135497  11678    220    113 174671    172     76     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1 19  1  1  9  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19\n",
      "   1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1 10 11  1 28 29  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 31 32  1  1  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 17  1  1  1  1  1  1 18  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  29 | batch x:  [[  3278    182    155   3856   6531     17   2090   3115    155  70497\n",
      "   13499   3115  29224   6531      4   7969     43    226   5218    160\n",
      "     213   5217   3086   5216     28  29267      4   1182      7     17\n",
      "    7973    133   3889    447     17  64337      4     25   8220     43\n",
      "    2631    155   3955    272   8625     17 174602    142  33017     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33   2251 174700      4    213     18    449\n",
      "      17     69     17   8929     26   1566  67937    277    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   1474  11476    160   2070     26\n",
      "  124024     43  44138      4   1968     18   1021    392    612    138\n",
      "     384   7115  21556      7     17 174631  42152     17    932   1640\n",
      "    1070    233   7281     43   3642   4505    916    358    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33 166737\n",
      "      18     26   7281    261    224     17    316   1710     26  13594\n",
      "    6285   8742     18   1406    277   1795   7700     53      1     61]\n",
      " [     0      0      0      0   6531     33    932   6826     43   3915\n",
      "      17  37025  17436      7     13   1069    488     18      6   5137\n",
      "      10     46   4813   7094    123     17   7096   2471    297    155\n",
      "    1303   5627    713    277     17   4264      4   1125   1124     18\n",
      "      17   2105    555  22799    160   7094    142  12516   5527     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   2046    706    277   1902  21745\n",
      "     160    748     26  16141    151      7     17  20467     26   1945\n",
      "      18    155   2749    836     17   1344    753      7      1     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   4569     17   4570     26     30\n",
      "       7      4  29221     18    138   1940      4   3428   3427   4331\n",
      "    4330     13    480   3414    155   3856    277  14208   3968     61]\n",
      " [     0      0      0      0      0   6531   6531     33    421   1143\n",
      "   26204     10    421    589   3800    162   9033   1375     18   1143\n",
      "    2687    296      2    293      7   6531   3419     17    756     26\n",
      "   40802     43  14548     26   5005    225    224     17   5885   1008\n",
      "    4594   7143     17   2553     53      2   4100   4594    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    5658     17   8054    108     17 174705     26    312   2911     33\n",
      "    9124     17 174704     17   2389     17   1393    379 174703     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33  20513     17  14619\n",
      "     449    438     17    937    379   2269      4  23106  14554     18\n",
      "    8935    529 174676    671  21129     17 174675    521 174674    448\n",
      "     819     18    266    583   7461    649   9146     17   4210     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 20 21 22  1  1  1  1\n",
      "   1  1 47 48 48 49  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  9  1 19  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 10 33 11  1 28 29  1  1  1  1  1  1  1  1  1  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  2  3  1  1  1  1  1  4  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 19  1  1  1  1  1  9  1  1  1  1  1\n",
      "   1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  2  3  1  4  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1  1  1  9  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  18  1  1  1  1  1  1  1 17  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  30 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   3542  10374\n",
      "       4   3662    138    780     13   3512 174709   1535    296   1517\n",
      "       2    535    447   3376   1384   3375   1838     17    772  42131\n",
      "     155   3815    128  46112    193    192     18     36    857     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "   21036   5019  39252      4 174639    123     13    373     18   8022\n",
      "    3725     17    654   2116  26966      7     17   2353  24627     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    932   1148      7  12141    261    503\n",
      "      17   2130     17  12906     26   1317    138    962     17   2108\n",
      "   13142     43   5146   2842   8644      4   7449    123     36   3765\n",
      "     824     10     46  19437  20559      7     17 174691    716     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "     329     26  13803 135420  13801     50   3827 174678   2244 174677\n",
      "      17    726     17   1269    249    138    329     26    312     61]\n",
      " [   882    351     36   7477     18    860    353   9146    449  29224\n",
      "    6531     17   3866   1162     17   1942  60096   2753      7    138\n",
      "     248   2196     18     50   1547   7477  23174     18    266   1027\n",
      "    2810     17  18620    471    836     43    541    157   2330    224\n",
      "      17  23264      4   2196     18     26    494    260   1494     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33  12789    123    245    112     26     87   5705\n",
      "     715     18     28   3814     17   8078   5556   8558      4  38846\n",
      "    6510  40728    253    240     17    848    320    884    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0     33  10054     26   3120  16364    192\n",
      "      18      4   1115  11871   1508      7     10    862   1301  10016]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   1171   1620     17   6061     17\n",
      "   14285     26    189      4   1566    157     43     17  12644     17\n",
      "   59674     26   1566   1008   5302      6   1004    459   1815     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33   1013      7     36  14160   1010  39657  11229\n",
      "       4    131    158    157     18    843    225     17    908     26\n",
      "   72709   1010  29020      4   2357     17  11678   2917   5652     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0     33  21262     26   5709    160  25104     18    155   2246\n",
      "      26   1638   1029     50  11672   6802      4  12847     18    142\n",
      "    4105    155  12166  21262      4    309     18     26    493    113]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1  1 18  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 20 22  1  1 23  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 36 37  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1 38  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  9  1  1  1  1  1  1  1  1  1  1  1 10 33 11  1  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  9  1  1  1 10 11  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1 18\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 10 33 11  1  9  1  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 10 33 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 10 33 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  31 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33    529 174601    521   1234 174600\n",
      "     138     43   4013    160   4167     18     26  29139   3583      6\n",
      "    7417      2    456     17    401     17  36934     26    620  88445\n",
      "    1876   1424     18      6   9716    272    224     17 174600     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531   6531     33   7092     26   4841  27961\n",
      "     754     18     28  16868   5520     26    305  29082  10403     18\n",
      "       4    220     17  20359   9156    447   6531     17   9957      4\n",
      "    1902     18  18408    155   3862    647    148  10265    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0   6531\n",
      "      33    255    541    158    157    503     17    350   5882     26\n",
      "    1758     43  29007    824     17    293  83116    155  11176   5312\n",
      "     448 174576    355     26  12179    158    157    589  15063     61]\n",
      " [  5354    680     53     43   5076   5354    132     17  53859   5075\n",
      "      17  22647   1588  10249      6    901    340     17   3206    300\n",
      "    3460      4   3157   4176   6139    155    277    379   2843    118\n",
      "       7      6  10405   1054      7    138   3915    432     17   1807\n",
      "     452     17   9127    225      2    233    379   2281   1342     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531   6531     33   5115     53\n",
      "    5029    155  11262     46     17 174672    922   2355  12458  13075\n",
      "    1950      7      4  46322     18     17  18313   7799    447   6531\n",
      "      17   2412     17   2072     17    329      2   5803    635     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33  13924    712   8113     18      4   8724    160   2538      4\n",
      "     236   1683     18      6    149     18      4  11565   2612     18\n",
      "    1338     10     17   2501    158    157    113    142  11565   4219\n",
      "       7     17   7096  12200    379 174661  39458   2331  41682     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    1737     18    142  56219      7  26774   1344     43     17    365\n",
      "    2897     17    364     26    863    876    872   9645     18    865\n",
      "     193    192     18   3283     17   2739    142   6390  36281     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    7588   2990     50   4751   6765    153   5860    272     17  34078\n",
      "      17  26208     26    213  26210     28   3347   4012    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33  30414     26   3915    182\n",
      "     449    647  30259     17   2070  12161     17    112    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33  39349    355    984   2497   2774   4343\n",
      "    1590     26    298  24205    272  25492  42205    503     17   3094\n",
      "      18     26     36    351     36   2269     43    112     17   3511\n",
      "      26  34790    277  15487  11138    437      4  18191    113     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1 10 33 11  1  9  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 55 56  1\n",
      "   1 95 97 96  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 20 22  1  1  1  1  1 47 48 48 49  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 98 99  1  1  1\n",
      "   1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 18  1  1 17  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  32 | batch x:  [[     0      0      0      0      0      0      0   6531     33   4060\n",
      "   20858  74848      7    266   6878    182    155   4344     17   1171\n",
      "    1620     17   5689      4  15812   5525     43  19312  23286      4\n",
      "   19312   2197     17   2548  31484      4  31483    133   3889    485\n",
      "       2    336    535    138  23870      7     28    233   1249     61]\n",
      " [   138   4465   6531     17 146377      6    506    450  53328    155\n",
      "     592    802   5187     18     13  93271   1849     18   6531      2\n",
      "   16241    224     17   4957    160   4869    253    690    296   1162\n",
      "     447     17   5905      4    757     17   5904   5903     43     17\n",
      "    3576      4    947     17   1657   4956    166    740    944     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531   6531     33  13055   5434     18\n",
      "    3940    449   4084  40277      4  59554    113   6531     17   1358\n",
      "      17   1014   2330    224     17    108   4779      4   1242   1241\n",
      "      18     17   1657  24629   3723   1257     36     17    955     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0     33   1195\n",
      "      26   1372    160  10321     43  20393     43   1372   2186   1183\n",
      "      28   2859  18616     26   8527   1367      7    277   3710    113]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   2507   5090      7    138   2249\n",
      "      27     26     17    264     17   4220     50   3510     18    155\n",
      "     422     46    545 174727     17   6664      7    277 174726     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "     551     53   8051    155   1686     10     46   1114      7     36\n",
      "    1858    182   1430   9066    253   2176   6531     17   7788  21148\n",
      "     113   6531      4   1593     43    236   8360   8359     18     28\n",
      "   12165   2762   3421      4   1182      7     17  58525  58524     61]\n",
      " [     0      0   6531     33    784    157     26   2755   3924     18\n",
      "     138   1438   6727    155   1159     18  23958     13   5137    737\n",
      "     459     17   2047   4744      7     17    331     17  40545 174647\n",
      "      43     17   4569     17  11450     26    557   1946      7     17\n",
      "      64     17 174646  17815  38160     17   1560    471   3958     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531   6531   6531     33   5947    142   8805   6531     18     36\n",
      "     802   5907     18  19680    155   1940   4789     17   4987      4\n",
      "    1168     43    654   3426    160   1940     17 131509  56315     13\n",
      "   11450     26    535   1186   4569      4   4832  14208   3968     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33   4264     17  13117   3741     26   9222\n",
      "   12007    128    155     17   5460     17   6306     26   4728   3448\n",
      "     160     33   7931     50  15182   1301     10     46  46793  22442\n",
      "    2897     18     17   4603 174632    277   4196  39099    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    170    138   1959    972     18     26\n",
      "    4411   1069    128   1990   1940     43     17    234   1974     26\n",
      "    9318   8314    277    421   4419   1959    972     18    155   4429\n",
      "      18   3648      4   2281     18   4770    297    494   1977     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  20 22  1 23  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1  1 30  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 28 29  1  1  1 19  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 10 33 11  1  1  1  1  1  1  1  9  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1\n",
      "   1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 20 22  1  1  1  1  1  1  1  1  1 47 48 49  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  2  3  1  4  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1 10 11  1  9  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 98 99  1  1  1  1  1  1  1  1  1\n",
      "   1 17  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  33 | batch x:  [[    0     0     0     0     0     0     0     0     0     0     0  6531\n",
      "   6531    33 12414   199     7    36   329    26  4328   163  7458     4\n",
      "   5560    18    13  2072   155  2556  7981   635    47    17 13819 33206\n",
      "    155   138   649  1823  6531    17   447   862    17  1657  7970    59\n",
      "     84    61]\n",
      " [    0     0     0     0     0     0     0     0     0     0     0     0\n",
      "      0     0     0     0     0     0     0     0     0     0     0     0\n",
      "      0     0     0     0     0  6531    33  1093   182   155  4298  1515\n",
      "    798   160   822    17   264  2573    26   309  5328  8042    26   497\n",
      "      1    61]\n",
      " [    0     0     0     0     0     0     0     0     0     0     0     0\n",
      "      0     0     0     0     0     0     0     0     0     0     0     0\n",
      "      0     0  6531    33   541   158   157    26 25273  1010 25273   142\n",
      "  12646   152    18   150   862    17  6131    26   193   192    18   155\n",
      "  80354    61]\n",
      " [    0     0     0     0     0     0     0     0     0     0     0     0\n",
      "      0     0     0     0     0     0     0     0  6531    33  1659   277\n",
      "   1012  3079    26  5143    17   551     4  8088   356   128  4652    43\n",
      "    305  3079   160   772   266  1521  1474     7    17   270   315    18\n",
      "    286    61]\n",
      " [    0     0     0     0     0     0     0     0     0     0     0     0\n",
      "      0     0     0     0     0     0     0     0     0     0  6531    33\n",
      "  17727  9102    43  1940    17  1974     4  5550    18   503   565    18\n",
      "    998    17  2262  5433 29943    18    28  1940    50  1974  8567  6297\n",
      "    113    61]\n",
      " [    0     0     0     0     0     0     0     0     0     0  6531    33\n",
      "  16839   647  7723   359    18   224    26  4343   702   272   822     2\n",
      "   8244     7    36   772    13  2744    18   138  1860  3755 24873   272\n",
      "    494   488    17  2515    43   141  1021  1020   439     4  1449     7\n",
      "   1671    61]\n",
      " [    0     0     0     0     0     0     0     0     0     0     0     0\n",
      "   6531    33   628    26 12776   296 29421    33  8648    18     2   438\n",
      "     17  4733  1069    26  5812    43    17  2726    17   405  2725   155\n",
      "  15182   432   916  2729  8648   940     2  1712  1046  1838    17   149\n",
      "    752    61]\n",
      " [    0     0     0     0     0     0     0     0     0     0     0     0\n",
      "      0     0     0     0     0     0     0     0     0     0     0     0\n",
      "      0     0     0     0     0     0     0     0  6531  6531    33  5963\n",
      "   5143    18   142  4676   737    17    69     4   757    17 22194  1024\n",
      "   1653    61]\n",
      " [    0     0     0     0     0  6531    33  1944    26   480   962    17\n",
      "   4236  4232  7697  5830     7    13 23372  1238   701  1086   471  1029\n",
      "    162   491   160  1940    36   617    18  3040    43  2773   155   153\n",
      "    455  2443   394  2797   142  1944     4  1304    36    46    17 46689\n",
      "   7517    61]\n",
      " [    0     0  6531    33  1944    26  2843  7699    18    17 15751 15750\n",
      "      6  6531  3860    18  1620 46029  6531     7    36  6085  5737   155\n",
      "   1221   163   142 15352 42399    10    46    17   679    53   266 94640\n",
      "    155  6531 60738  9498  6531   470 39824     2  2468  1344   261   447\n",
      "    578    61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1\n",
      "   1  1  1  1  1  1  1 17  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 53  1  1  1 54  1  1  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 33 11  1 28 34 29  1  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1 98 99  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 31 32  1  1  1 30  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  9  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  1  1  1  1  9  1  1\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  34 | batch x:  [[     7   8596    155   3064   6531     17  19886   1249   1732  19886\n",
      "    6531    589   5191   3027     43   6531  42669   8229   6531    589\n",
      "     570   3847   8293  27360    224     17 138360      4   6239     18\n",
      "       4    233     17 156134   2244    555      6    127   6141      4\n",
      "     440    846 174623    592  37184   7293   5187   2331  37184     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    264     17  10806     26   1272    359\n",
      "      28   2713 174721  21948      4  38110    255   3613   2794    394\n",
      "      17   3278    706     10    534 129744     18     36   3514     61]\n",
      " [     0      0   6531     33   6981     26  59259 142498     43    671\n",
      "    1747  19197  14936     18     26  67283  10988    671   2248  38327\n",
      "     160   2072     26  21102  64466    671    846   9979    160   2070\n",
      "      26   4170  15183    448   1640    419    699    234  52683  10533\n",
      "     709     17    694    286    379 135216  15175   7196  15174     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "   12441    622   4264      4 174548  29013     43    193    192     18\n",
      "       4 174547   4783     17    691     18      4  84440  37723     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33    401     17   6693\n",
      "      26    213    318     50  61201   2185     53   2587    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33    189     17    188    187     17\n",
      "     186     18      6    184    155   1095     53     26    180     61]\n",
      " [     0      0      0      0   6531     33   4429    151      7   2774\n",
      "    1514  49248     26    962   1958    471    612    701     17   1958\n",
      "    2787   1170     28   1136     17   1292    258     43    535    138\n",
      "    3417   2841     13   3435   5641     43   1000   1974     18    984\n",
      "    1438     43  18940      4   2260    437      7    606   1940     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33  41731     92   7198     90\n",
      "      17    428     17    426    851     17    140  16153    972     43\n",
      "     344  28816     17   9778    158    157    592     17  96304 174592\n",
      "    9011   2189    448  21114 164777  10122 104387  29615   5187     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   8803   8802   7342    123     13\n",
      "     968  14028    633   2248    387      7    549    277     17   1348\n",
      "      17    141   3741     26     17 174653     28    670    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33  29886  44045    182   1738   1507    365    788\n",
      "      43    772     50   1851     18    671  26157    277  11173    113]] | batch y:  [[  1   1   1   1   1   1   1   1   1   1   1   1   1   1  69 147  70   1\n",
      "    1   1   1   1   1  71   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1  19   1   9   1   1   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1  17   1   1   1   1   1   1   1  18   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   2   3   1   4\n",
      "    1   1   1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1  19   1   9   1   1   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1  10  11   1   9   1   1   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1  18   1   1   1   1   1   1   1   1   1   1  17   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1  10  33  11   1\n",
      "    1   1   1   1   1   1   1  28  29   1   1   1   1   1   1   1   1   1\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1  19   1   1  28  29   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1  17   1  98  99   1   1   1   1   1   1\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]]\n",
      "Epoch:  0 | Step:  35 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33  49255   2371     18     43   9219  36480 174718\n",
      "      18     26  12309    876    225   4505     43    497   6669   2787\n",
      "      26   8567    277   4264      4 174717  26606  54974  26014    113]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    658     26     17    189     17  24139\n",
      "    4979    155   1562   3636    163     43    862     17  23726     17\n",
      "   16729     43     17   6495     17   4716     26   1193   3368     61]\n",
      " [     0      0      0      0      0      0   6531     33   2218  10145\n",
      "     142  12177  10485     43  12385  29170      4   6732   4225     17\n",
      "    1621    471   1620     17   7054    622   3087    471    155   5005\n",
      "     152      4  45057    123      2   3085    225     17   4381     26\n",
      "    4184   5930      4    135     43   5425     17  39271   2197     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33   7430     26  24346     17   1710    155   5743\n",
      "      17   2072     43   2269     17   2070     17   3057     26   2333\n",
      "     737     43   3511     17    401     26    557     10   1366     61]\n",
      " [   887    155   6679     18    138   2575  10794     43    379    408\n",
      "      18    325    379    295      4  45204 174719      7    984  23944\n",
      "    2772  12220   7955  13015     17   1261     47     17   2770  65992\n",
      "     128     13   9746    277     17   1392     17  21460     26    178\n",
      "    3261     17  10254   8203     17   8435   3137      7   2778     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    772   3450     26     17  10004     28\n",
      "     549    277   1517      2   1309    551   3079     18    138    772\n",
      "     155    524   2556   4098    155   1517      4   3376   1384   3375\n",
      "    1838   2982    432    225   1046   1838     17    320   1475     61]\n",
      " [     0      0      0      0      0      0      0      0   6531   6531\n",
      "      33   2963      7     26    447     17   1168    757   1849     18\n",
      "      17   1857      4   1856   1855    739   6531     17   8381    744\n",
      "     142   6360   3663   3984      4   2030     18    138   5396    277\n",
      "    2030   1029    138   5396   1807   1633   2864    824    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33   2726     17    405\n",
      "    2725     26    968   8145     43   2755  12832    488     18    155\n",
      "  123095    253    729   3477     26    482 174732   1148    846     61]\n",
      " [  6531     33  42384      6   9062   2753     10    224     17   3120\n",
      "    3330   7491     18      4   1125     18     43   7874     17   8930\n",
      "   13693  13692    739     13   1186    261    503     17    108   2342\n",
      "      26     17  10054     26    170    138   4343 174615     18      4\n",
      "    3432     53    255  42301    253     17    158    157    286     61]\n",
      " [     0      0   6531     33   2175     27     26   2449     18   1669\n",
      "    7122     53     17    497    210  13556     53    266   4657     13\n",
      "    4555     17   5905      4    757     17   5904   5903    739     36\n",
      "    5465    459   3886    488    869   7626    225   1033     18   6649\n",
      "     952     18     17    495     26     30     29      7   1671     61]] | batch y:  [[ 1  1  1  2  3  1  4  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1 17  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1 28 29  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32\n",
      "   1  1  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  36 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531   6531     33   4686   2897     26  48909  89432     28\n",
      "     336   1317    138   5145 174627  14698     18    340     17    451\n",
      "     148   9047   3055     26   2996    182    622   1172    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "     220    208    128     17   3710     18      6     17    112     17\n",
      "   10776     43    350     26   3326    368    367      7     17  18562\n",
      "   15967     18      4    220  11388     18    277 154915   1865     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33  76543   4489   4217\n",
      "    9674     18      4    289   2805     17   8287   2471    447   6531\n",
      "      17  10518    450    142   8139   1508    277   4584    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33   7695     26   7821\n",
      "       2    549   7787      7   1004    224     17    405  11327     26\n",
      "      17   1195     26   3120   7491    277   9486    153   4025     61]\n",
      " [    17    401     17  24670     58     26    803    231  15232    160\n",
      "     605     53     17  80806  18627  27272      4   1224  16232     18\n",
      "      10 174620    253    671  24213    683     43   6406  16233     18\n",
      "    8433   1520     17  31918  25247    142    220   5691  59204     18\n",
      "      10  89117   2746   1716     18      4   1449     18   1671     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33   1400     18   1620    536    272   6944   5478\n",
      "      18     43     17   4234     26  32475  10609    671   2726     26\n",
      "    2206     46   6085   6014    266      4    233    277  22852     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33   1471   1033     26   1165   1826    160  11514\n",
      "     253      4   1164    142    141     26  14039     78     18 124993\n",
      "     155     17   1902   6109      4   4736     18     17 174567   2540\n",
      "    1810    429   6135   1234     18     17  10855   5143   2313     61]\n",
      " [  2389    447   6531     17    497    706   4473      4    320   1434\n",
      "      47    240   5752    706    702    277    421     43     17  15227\n",
      "     277    371  18853    190   6531  22087     17    541   5102     50\n",
      "    2077  57723    123     17   3113     17   2621 119786   2389    447\n",
      "    6531     17   6764   1141    635    162    153    160    781     61]\n",
      " [ 10304    387      4  17403   5453    379   4541   4221     17   2547\n",
      "    3498    142    654   2116   1282     18     43    671  72460   2471\n",
      "      17    374   3666   2805     18    671   2297 131760     17   4411\n",
      "    2698    142    654   2116   1282     18    671  13348    754     17\n",
      "     374   2869   2805     18    379   5397  10551    471   7564     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "      33  11875    483   2281      2  18232   3862    155    277   1097\n",
      "      26  19493     78  21012   1568     28   5607  40035     78    113]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1\n",
      "  28 29  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1\n",
      "   1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 20 22  1  1  1  1  1  1  1  1 23  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1\n",
      "   9  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1 17  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11\n",
      "   1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1 23  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 20 22\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1 10 33 33 11  1  9  1  1  1  1  1  1  1  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  37 | batch x:  [[     0      0      0      0      0      0      0      0      0   6531\n",
      "    6531     33   6951      7     26    235   2347    155   1686    701\n",
      "    8831     10     46     17   6106   7699     43    263   8958  66184\n",
      "       7     17 174683 174682      4   7704     18    251    442    605\n",
      "      17   1940     17 174681     26     17   1292    138   1311     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33  21152   5218     43  75536     17   3140    589   6730\n",
      "     142   5309   5696   2773  18923     36     17   2551   2550   1995\n",
      "     142   4087  15969    160   1040    788      4    233   1667    225\n",
      "      17   2246     17  13283    379 174665   2189  30033  15932     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33  11292    310  15300      4   7532     18      4   3085\n",
      "      43   5963   3663    160   1047   1046     18   2539    871    225\n",
      "      46    947   4815    788      7     17  12533  20264    739      4\n",
      "    5906     18  15294  44375      4   8901    160  24047    253     61]\n",
      " [ 33962     18    138   5220 174581     18     28    236  33396  71128\n",
      "      18     28    647    583     36     17  16008    142   1518    138\n",
      "    6802   1506     43  25083 174580    138    941    233   3226     17\n",
      "    8394   1204      7  15130     43    553   3835  14654      4     25\n",
      "    6272   1277    647    583    260   4498   1206    160    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33  33000   1437      7\n",
      "     713    562     10     17  19317   2060    160  43081     43   4264\n",
      "       4  53258   7326   1021     17    298   3802   1175    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   5042      4 174589  16600     17\n",
      "   16107     43     17   2072     17    329      4 174589  43335     43\n",
      "      17  92475     17   5042      4 174589   7637     17    360     43\n",
      "      17   5807     17   4595     53      6   2448    277    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   5102     17  91213   7704\n",
      "      17  24346     17  17025     17  12545    139    270   2366     17\n",
      "  174693     17  19616     27     17   6503   6524   3209   1875     61]\n",
      " [     0      0      0      0      0      0      0      0   6531   6531\n",
      "      33   1100     26    213    525   5099     28     17  33900  28134\n",
      "      43   7734    142   1184   1353     18      4    220     17  78583\n",
      "    4602    555    447     17  14135   1758    272   1647     43     17\n",
      "   11635   4469  12385  14424   3820      2  10793    367   2663     61]\n",
      " [    33  26037   1523    984   5102      4  15367  12932     33   1209\n",
      "      13  34768   1047     53    240    941    233     17   1963  11137\n",
      "      18    155   5032   1029  28132    155     43     17  16079      4\n",
      "     269     18    142   1860      4  16278  48782    123   4325    155\n",
      "     448  22787  48776      7    297    155   4344    210    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    8866     26    112     17   3599     26    255    827   3563     61]] | batch y:  [[ 1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1 50 52  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 10]\n",
      " [ 1  1  1  1  1  1  1  2  3  1  4  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  19  1  9  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1 10 33 11  1  9  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1 30  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1 19  1  9  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  0 | Step:  38 | batch x:  [[     0      0      0   6531     33   2070     43   2072      6    127\n",
      "      17   2570   3431   5858      7    340     17    489   2597    823\n",
      "       4   3126   2576    151      7  26204   2594     18     17    699\n",
      "     128     26     17     43   1940      6   1000     18   2556   9510\n",
      "      10   6591     17   1033     18      4   1921      7    324     61]\n",
      " [129971   6531    160  95945   2244  95944   6531     17  26069     43\n",
      "   26594   6531    160  20490   2583     13    323    155   2352   5257\n",
      "      50  14236     43  16175     17    541   2246   2077     17    320\n",
      "     323     26   1449    234     18    142   2246   3432    622   3094\n",
      "       4   5298   3059     18     17    451 160107    128  26954     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    189     17   6751      4     17 130654\n",
      "    2508     17     54     53      6   2448    737    277    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0   6531\n",
      "      33   1465    155   1738    277   2793     18   4205    494     43\n",
      "      17   4228  90663    278    160   2125     18      4    233    225\n",
      "      17   1892  30679     43   5028    340     17    108  26566     61]\n",
      " [     0      0      0      0      0      0      0   6531     33    106\n",
      "   20717    158    157     18      4    407     36   9709    488     53\n",
      "     797     17 174663   3009     13  21230     18     26  19670     53\n",
      "     142    717    465     17   2269     17  71492     50   2012  30254\n",
      "     190    529  14560    521 174662  12000    529  26934    521     61]\n",
      " [     0      0      0      0      0      0      0   6531     33  25694\n",
      "    7264    272     46   5670     43    226     28  13820   7697   1021\n",
      "     758   4296   1699   3613   2674   2047   1434     17    163    589\n",
      "      43     17   8716    915    163    869     17   1129     17   1157\n",
      "      50   6425     26   2125    148    155    422 174555   2746     61]\n",
      " [   277      2   6531   2514   6581   6531    123     26    931   2613\n",
      "     838   5135    155   5670     50  13151     18      4    276    912\n",
      "       2   7244  10879     43  11675   3971      4   1241   7716     18\n",
      "      17   4106   4097  59086   1352   8992      7    155   1963     26\n",
      "   45490   6254   2810    234   5670    503     17   1097    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33  18613     26  19088    277    224      4    143     17   2641\n",
      "     355      4   1720   6849    155    379   2072   2141     26  20194\n",
      "      26  40410     18     43    329      4   6933  91619     26   3776\n",
      "      18    379  21519    151  16698    549    338    272   1722     61]\n",
      " [     0      0      0      0      0      0      0   6531   6531     33\n",
      "    4447   8724  16075   9885    160   4968    142   4217      4    654\n",
      "    2116   1282     17   2747   7535    447   6531     17   2206    622\n",
      "    2018     18    153     18     17      2    589   2030      7   2497\n",
      "    1732  62485   5622    453   2204     18      2   2631   3489     61]\n",
      " [ 33887     18     43   1381   8435      4   5311     18  76619    297\n",
      "     268    906     43     17    353    623    155 174638    939    297\n",
      "   10519     17    406     18    155  25597    297    460     17    541\n",
      "     158    157      4   2994     18    155    426    425  26713     17\n",
      "    9020     26   9702     10   4908  34512     18   1669  29979     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  9  1  1  1  1  1  1  1  1  1 10\n",
      "  11  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 28 29  1  1 19  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1 19  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1 18\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 20 22  1  1  1  1  1  1  1 23  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  1  1  1 28 34 29  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]]\n",
      "Epoch:  0 | Step:  39 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0     33\n",
      "    4381      4    213     18      4   3808      4  32152     18     28\n",
      "    9802      4   1182   1376    123     10     43   4381     26   1372\n",
      "    1371   1370     28   1346     46  14503      7     10     54   1342]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   4199    282\n",
      "     160    772   3243    155   1686    277    421   1669     17   3661\n",
      "   14687    123     26    141   5812    297   3815 174723    113     61]\n",
      " [     0      0      0      0      0      0      0      0   6531   6531\n",
      "      33   1096    297   7307    438     17   5658     17  41480    108\n",
      "      26   5709     53     26   5604  37954      7   1520     10   5669\n",
      "     160   7799     58      2    447     17   1348     17   8782   6504\n",
      "      26  10781      7      4   1224     18     17   9284  29519     61]\n",
      " [  6531     33   1959    972     18     26    827  13723      6   1958\n",
      "       4   4559     18     26   3435  19661      4   4934     18     13\n",
      "      17   1959    972     18     26   1948    253    155  34441    744\n",
      "    3940    155   3064   1940    452   1980      7   1359   1860    917\n",
      "    1141   1047     18      2   7276    494   1016    525   3215     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33    208     53     26  38859   3145   9467     53\n",
      "      43     17   2726     17 174614     26   1139     43    557     10\n",
      "      17   1195     26    803    277     46     17  25604    253     61]] | batch y:  [[ 1  1  1  1  1  1  1  1 10 33 11  1  9  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1\n",
      "   1  1  1 98 99  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch:  1 | Step:  0 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   5042      4 174589  16600     17\n",
      "   16107     43     17   2072     17    329      4 174589  43335     43\n",
      "      17  92475     17   5042      4 174589   7637     17    360     43\n",
      "      17   5807     17   4595     53      6   2448    277    578     61]\n",
      " [  5567   1946     18    142   1337      7   1143   1959    972     18\n",
      "    3284  31380    524    155   8102  39403     43   3663   2346     26\n",
      "     633  89831    387    984   1836    296   1940      2  10394     17\n",
      "     447   3428    253   6531     17   5040    151      7    182    647\n",
      "    6531     17   3435      4  89723     17    493  31380    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    8866     26    112     17   3599     26    255    827   3563     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0   6531\n",
      "      33   3761    138  28296   2834   5580    123  12611    224     17\n",
      "    2075   2475      4    213     18     28    968  36388     18      4\n",
      "     220     17  56793   8496    155   9797    142   1823    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0     33    772    138   1303   5812    155   1517    142  34702\n",
      "    1995      7   6189    155   1686    432    297    494    488      1]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33   5834  19007     17  10806     50   3854    712   4879    155\n",
      "    3582   4902     13     75     56     26    193    192     18    155\n",
      "     169   3862    622    421   2176     17    264     26   5955   3497\n",
      "    2516     18     17  15122  16995    379 118705  83243  63986     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33   2269     50   3007   4075   4433   1638  10749\n",
      "     142  45624  16886   1563   1533  25860     20     18   3822  93696]\n",
      " [     0      0      0      0      0      0      0   6531     33    106\n",
      "   20717    158    157     18      4    407     36   9709    488     53\n",
      "     797     17 174663   3009     13  21230     18     26  19670     53\n",
      "     142    717    465     17   2269     17  71492     50   2012  30254\n",
      "     190    529  14560    521 174662  12000    529  26934    521     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531   6531     33   7092     26   4841  27961\n",
      "     754     18     28  16868   5520     26    305  29082  10403     18\n",
      "       4    220     17  20359   9156    447   6531     17   9957      4\n",
      "    1902     18  18408    155   3862    647    148  10265    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33  78771  32573     18      4   2400  22609     18  45260\n",
      "    4870   1135   7315     78      7      4    152     18     43   1185\n",
      "       4   1184   5099     18      4    654     17 156903   3656    133\n",
      "     447   6531     17   2951   4201   2550      7    160    781     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  19  1  9  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 98 99  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1 19  1  9  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 20 22  1  1  1  1  1  1  1  1 47 48 48 49  1  1  1  1\n",
      "   1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1 17  1  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  4  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1 10 33 11  1  9  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 20 21 22  1  1  1  1 47 48 48 49  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  1 | batch x:  [[ 33887     18     43   1381   8435      4   5311     18  76619    297\n",
      "     268    906     43     17    353    623    155 174638    939    297\n",
      "   10519     17    406     18    155  25597    297    460     17    541\n",
      "     158    157      4   2994     18    155    426    425  26713     17\n",
      "    9020     26   9702     10   4908  34512     18   1669  29979     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531   6531     33   2497    484     18      4   2688      7\n",
      "     155   9891   5388     53    240   1529     18   2066    737     17\n",
      "    6253    484    160    654     18      4   1169    757  61454     18\n",
      "     432    225     46     17   5905      4   5904   5903    739     61]\n",
      " [   155  11160   2831    272     46    379  12753    160    484 174626\n",
      "       2   8654   1508     18   5724     17   1512     43    484     26\n",
      "   12753      4   4559     18     26     17    224     17    772     13\n",
      "    9243   7406    277     43    529  61052      4  28283    123    521\n",
      "   47000      6    127    277   1129     17   7255   3659   2696     61]\n",
      " [   142  21886    421   4202   3663    984   3284    296   1940    224\n",
      "     713   6761     18      4    953     18    182    155   1198     14\n",
      "     984   2575     17  12649    432    225     17   1948   1839     17\n",
      "     654   1946     18     43     17   3428   3427     17   1940      4\n",
      "    1125   1124     18   1021    535    142   3856   1949    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    108   5439     26    838   2516     18\n",
      "       4    233     17    236   5013   7154    155   1736    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33   1195     26     87   2185   9587   1940   9586\n",
      "      28   1395   2398      4   1368   1367      7    277   7616    113]\n",
      " [ 10013      4   1911     18     26   6531     17  10575   1752   6531\n",
      "     482     18    763     36   1261     47   1831   1206     17   6601\n",
      "    6600   1838     13   1949     43     17   1157     17    491    160\n",
      "    1129   2077    142     17  13856   9052     17   4841     18      4\n",
      "    7534     18   2539  15000   2903     26   4841   2353    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33 174641   2330    224     17\n",
      "    5328    589    264     26   1274   2442    155   1756     50     17\n",
      "      21   5851     18      4   1720  12962    824     43   5848     18\n",
      "       4    823     26   1437    639    297   5309    551      1     61]\n",
      " [     0      0      0      0   6531     33   5250     18    240    447\n",
      "      17   3428   3427     17   1125   1124    160   1940   6531     17\n",
      "     353   7760     46   1735     43  16130    508   4470  36381     43\n",
      "   32740    355   2618    155    460   2762    450  50951     43     17\n",
      "    4961     18  12829     43  33909     18   4029  22735   3489     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33  33000   1437      7\n",
      "     713    562     10     17  19317   2060    160  43081     43   4264\n",
      "       4  53258   7326   1021     17    298   3802   1175    113     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  1  1  1 28 34 29  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  4  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1 10 33 11  1  1  1  1  1  1  1 28 29  1  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 10 33 33 33 11  1  9  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 54  1  1  1 53\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  9  1 19  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  4  1  1  1  1  2  3  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  2  3  1  4  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  2 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531   6531     33  24884\n",
      "     531     50   4038     18   4192     36   5960    128    155   3161\n",
      "      36   2246     50   6434   1220     43   3894   3745    183  27808\n",
      "      17   3032    564   8107   4957    541   2246  13237  23746     61]\n",
      " [   862      2   5169    155   5952    155  17452  20406    162    153\n",
      "   24127    225    497   3847    138   1785   8293   2033     18     26\n",
      "   50630   2475      6   7977    546    264     50   1090   1324  19171\n",
      "       7     17    172     17  75734 174664      4   1086 162732  10717\n",
      "      18    277  56442   9716    148      4    968     18   1671     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33 157641    253    449     17\n",
      "    1857      4  36647   9984     33   1209   5241   5520    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   1940   1143\n",
      "    4443  26228    155   1291    128    138     43   5281     13  22961\n",
      "      10    447    494   4485      2   1172      7    138   5486  18129\n",
      "    4807   5657   1977     17    170    138   1974   2573    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33 174554     26  26129    798     10    822     17  13415\n",
      "    2396    142     17   2082   3809   5008    296   1162   1151     61]\n",
      " [     0      0      0      0      0      0      0     33  15559   5218\n",
      "    1732  12676      4    934    751  13237     18     26    822    962\n",
      "     916    348    394      2   1916    774    309    240   6503   9539\n",
      "    2824     18     28   4411  13630  22013    155    751    148   9199\n",
      "    1574    309     18   4436   2309      4  75598  17699     33   1209]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33  24310  31721   1732   7857\n",
      "      43    529  78211     18     28    521  12575   7857     13   1813\n",
      "   10120     17  85130   7857   5673    338   6093     43   2070     17\n",
      "    2269     26  11814  78211     43   2269     26   3443 174679     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33 174685  30399     43     17   9028     17   9311\n",
      "      43   3104   5414    450      4    680    956     17 174685   1331\n",
      "       4   9155     18  28939     17   1940     17  38885     26   3480\n",
      "       4   1184  20343     18      4   4219     43   6490    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531   6531     33  13055   5434     18\n",
      "    3940    449   4084  40277      4  59554    113   6531     17   1358\n",
      "      17   1014   2330    224     17    108   4779      4   1242   1241\n",
      "      18     17   1657  24629   3723   1257     36     17    955     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33    129  14481  10332     18      4\n",
      "     153    984    865    421    524   1141   4123 100223    471     43\n",
      "    5636    160 174648      4   7627     18     17    401     17  13345\n",
      "      26    803    277    224     17  12502     26   7315   1475     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  1  1  1  1  1  1  1\n",
      "   4  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1 18  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 31 32  1  1  1  1  1  1 30  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 18  1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 28 29  1  1  1 19  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  3 | batch x:  [[  2389    447   6531     17    497    706   4473      4    320   1434\n",
      "      47    240   5752    706    702    277    421     43     17  15227\n",
      "     277    371  18853    190   6531  22087     17    541   5102     50\n",
      "    2077  57723    123     17   3113     17   2621 119786   2389    447\n",
      "    6531     17   6764   1141    635    162    153    160    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   2072     43   3094     17   2246\n",
      "      17   2070     17   2269     26   8831    261   1795  17335     18\n",
      "   17772    421    438     17   5604 174657    123    160    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33   4264     17  13117   3741     26   9222\n",
      "   12007    128    155     17   5460     17   6306     26   4728   3448\n",
      "     160     33   7931     50  15182   1301     10     46  46793  22442\n",
      "    2897     18     17   4603 174632    277   4196  39099    846     61]\n",
      " [     0      0      0      0      0   6531     33   1944    270     43\n",
      "    1959    972     18     17   1974     26   3955    309   1946      7\n",
      "      43   1033    610     18    869     50   5550    128    155   6802\n",
      "    1940     13   9003  44022      7  11216     17  34832     56     18\n",
      "      26   6710   2453      2     13    255    224     17  31380     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531   6531     33   2030     18\n",
      "     266   4523    836      4   1593     18     43   4803   1134   9835\n",
      "   18787     18    142    654   2116     17  58488  42730    447     17\n",
      "   69650   4321   1994    142   4435   1664     18     26 174720     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33  10206    114     18\n",
      "    1143   1736     14   7461    585    584    583   3543  15077 174597\n",
      "      17  29254    819      7    589   2795    541   2246     17  28181\n",
      "   13273   1508    355  19168   2246      4   4844     18  20839     61]\n",
      " [129971   6531    160  95945   2244  95944   6531     17  26069     43\n",
      "   26594   6531    160  20490   2583     13    323    155   2352   5257\n",
      "      50  14236     43  16175     17    541   2246   2077     17    320\n",
      "     323     26   1449    234     18    142   2246   3432    622   3094\n",
      "       4   5298   3059     18     17    451 160107    128  26954     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    1737     18    142  56219      7  26774   1344     43     17    365\n",
      "    2897     17    364     26    863    876    872   9645     18    865\n",
      "     193    192     18   3283     17   2739    142   6390  36281     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "   13121   1244   5200 132306      7     36    717   1571   1069      7\n",
      "       6    245     17 132306   7469     36  31211     53      4   1244\n",
      "   71473     18   1206   2587   1738    449    225  55812    253     17\n",
      "    2726     17    405   2725     28   1876    348     18  23746     61]\n",
      " [ 13031     26   2930     43   2415     18      6  15749   6119     46\n",
      "   13032      4  34234     18    266   1324      7   1773    529 174566\n",
      "  174565  77562    521  96992   1338   8412   8921 174564      7    266\n",
      "     277     17 174563  81690     43  65147 174562 146268     18     50\n",
      "    6424   6705   7413      7   6531     17  26638  79756   6531     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1\n",
      "   1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1 10 11  1  9  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1 98 99  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 20 22  1  1  1  1  1 47 48 48 49  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 18  1  1  1  1  1  1 26 27  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  9  1  1  1  1  1  1  1  1  1 10\n",
      "  11  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 98 99  1  1  1\n",
      "   1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 19]]\n",
      "Epoch:  1 | Step:  4 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   2046    706    277   1902  21745\n",
      "     160    748     26  16141    151      7     17  20467     26   1945\n",
      "      18    155   2749    836     17   1344    753      7      1     61]\n",
      " [    17    401     17  24670     58     26    803    231  15232    160\n",
      "     605     53     17  80806  18627  27272      4   1224  16232     18\n",
      "      10 174620    253    671  24213    683     43   6406  16233     18\n",
      "    8433   1520     17  31918  25247    142    220   5691  59204     18\n",
      "      10  89117   2746   1716     18      4   1449     18   1671     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "   13608   7857    142   2644     26   6669  17457    160   6688     18\n",
      "   15002    155    524   6134    224     26     17    305   4838    142\n",
      "   10979      7    225     17  49162     43   8065     17  36279    240\n",
      "    8481     26   6688  10977   3872     18     17    178   6519     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    420      7   2797     26\n",
      "    2072    210    155   1532   1354    488    234     18     10     17\n",
      "     480    138    329     26    328     46     17   7970    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   1721     43    264     17   2070    155    163   5103\n",
      "   47164      4   5995     26   3218   8714    160   1042    846     61]\n",
      " [   277      2   6531   2514   6581   6531    123     26    931   2613\n",
      "     838   5135    155   5670     50  13151     18      4    276    912\n",
      "       2   7244  10879     43  11675   3971      4   1241   7716     18\n",
      "      17   4106   4097  59086   1352   8992      7    155   1963     26\n",
      "   45490   6254   2810    234   5670    503     17   1097    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33   4507   2842   6863\n",
      "  111838    128     17 174687  16905   2246    142   2903    148    617\n",
      "      18    138  28928    622   1162    338    671   7210    589   3606\n",
      "      26  25550    541   2246    298  46529    432    297 174686     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33   2246     26   9803   1097   4539     18    117\n",
      "    1003      7    138   1239  40413    123     17   6299   4539     18\n",
      "      26  36435    702    261     43     17    229     17   1098     26\n",
      "    2355      7     43    513   1239  40413    123   2640    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33  13924    712   8113     18      4   8724    160   2538      4\n",
      "     236   1683     18      6    149     18      4  11565   2612     18\n",
      "    1338     10     17   2501    158    157    113    142  11565   4219\n",
      "       7     17   7096  12200    379 174661  39458   2331  41682     61]\n",
      " [    33    264   1323     26   1051     17  18517     17 174716     26\n",
      "    1309    151      7    549     43  19763      4    309     18     26\n",
      "    2926 174715    128     28   1947    153   1773      6     17    149\n",
      "       7   1947  56036    155     17    264     26  13408   3053    128\n",
      "    8271    162    153    296     33   7931    447  23921    253     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1 19  1  1  1  1  1  9  1  1  1  1  1\n",
      "   1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1\n",
      "   9  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  9  1 19  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 19  1  1  1  1  1  1  1  1  1  1  1  9  1  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1 19  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1 10 33 11  1  9  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 20 22  1  1  1  1  1 47 48 48 49  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]]\n",
      "Epoch:  1 | Step:  5 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   1659    277   1012   3079     26   5143     17    551\n",
      "       4   8088    356    128   4652     43    305   3079    160    772\n",
      "     266   1521   1474      7     17    270    315     18    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33   2726     17    405   2725     28   4733\n",
      "      26     10    753    419   3821   1162     46   1701   2453     18\n",
      "     277    261      2   1826     10    421    447    494    488     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33   2070    508    114   4299   1234     18     26\n",
      "    2072      4  16986  16985      6  70730    152     18     43  40970\n",
      "    6410   4399     18      4   2018     18    155    304     10   3736]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   2507   5090      7    138   2249\n",
      "      27     26     17    264     17   4220     50   3510     18    155\n",
      "     422     46    545 174727     17   6664      7    277 174726     61]\n",
      " [  3650    123   1732  14878      7     26  24987      4     17    177\n",
      "     157     43  10054      4   1892   2342     18     26     43   9177\n",
      "   27627    155  15842    157     50    784    157     26   2495  13703\n",
      "      18    138    888   1143  27712 139024   3846      4    379  71641\n",
      "       4    941   6598      7     10    421     17    528   1475     61]\n",
      " [    17   2549  27210     18      4  28468   3723   3889     43    671\n",
      "     115 131940     18     26   2517   4365    471     18     17   2221\n",
      "    1010   7309  31480  31481      4  13959  19090    671  18702 131940\n",
      "    2512   1219    387    160    170   4365    155   3283    224     17\n",
      "    2549   2895   1281     18      4  12819   2471    485  24928     61]\n",
      " [ 10304    387      4  17403   5453    379   4541   4221     17   2547\n",
      "    3498    142    654   2116   1282     18     43    671  72460   2471\n",
      "      17    374   3666   2805     18    671   2297 131760     17   4411\n",
      "    2698    142    654   2116   1282     18    671  13348    754     17\n",
      "     374   2869   2805     18    379   5397  10551    471   7564     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33   2726     17    405\n",
      "    2725     26    968   8145     43   2755  12832    488     18    155\n",
      "  123095    253    729   3477     26    482 174732   1148    846     61]\n",
      " [   260     17    494   4233   3431     13   1949      7    142   1537\n",
      "      17    848   1278    359    553   1954      7    138    621   3650\n",
      "     160  10800   1143  18134     10     17   9343    749    142  17951\n",
      "      18      4  20698   4910     18      4   1030   1501      7     43\n",
      "    4987    160  10796      4   1115      7     17 174673   1111     61]\n",
      " [    18   6531     17   1577   4915    118      7  26543    737    297\n",
      "    1040      4    193    192   7843     18     43    756      4  32840\n",
      "      18     36   1277     17  10291  11598    153    143      7   1667\n",
      "     225   2125    826     17  21739     26  10896   6445    234    635\n",
      "    1669   3935     43   3020    826      4   1003     18    418     61]] | batch y:  [[  1   1   1  98  99   1   1   1   1   1  17   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1  10  11   1   9   1   1   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1  18   1   1   1   1   1   1  17   1   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1  19   1   9   1\n",
      "    1   1   1   1   1   1   1   1   1   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   9   1\n",
      "    1  19   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1  20  21  22   1   1  47  49   1]\n",
      " [  1   1   1  23   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1  20  22   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1  10  11   1   9   1   1   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   2   3   1   1   1   1   4   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1  17   1   1   1\n",
      "   98 137 137  99   1   1   1   1   1   1   1   1   1   1]]\n",
      "Epoch:  1 | Step:  6 | batch x:  [[    33    149    148   2104  19044 144756    917   4817   2810     43\n",
      "     149    419   6233     26  18869  18868     28   2104    702  24180\n",
      "   11177     17   2990     43  17287     17  29654   1621      4 119112\n",
      "      18     17  18094   9186   3543  15132  27965     18  17468     26\n",
      "     804    143   7596    459    339  10433    405    359   5411     61]\n",
      " [    50     17   2013     17   4595     53     43  27691   3033   5353\n",
      "    2551   2550    158    157     18      6   4519   2253    836     18\n",
      "      50  44496     43   7105    828   2065      4    298    183    277\n",
      "     141     26   4665   2270      4   3232     78     18     28   6531\n",
      "   11305   4665   2270 174658  13149    113    448  23155   2270     61]\n",
      " [    46     17   4849    121    165    589   5205     43   3636    163\n",
      "      50  21336    163  15069    155   4465    573      6   3908     17\n",
      "    1171     43   1502   2698     17    494   4544   1631    155  13962\n",
      "    1659   2215    760     18      4   1227    258    148     28   3224\n",
      "    1631   3046    142   9345     18     17   8930   1865   1475     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   1712    182    155   8566      7    138     17   4305\n",
      "      17  29192     26   1876    182    622    169   3318    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   5505     43  29262     17\n",
      "   10806     17  11484    448   9473   2758    128    155  10440   7502\n",
      "   13203     17  14282   3601    449    225    264     17   4220     43\n",
      "    4338      4  16798  11173   6510   1301     18    142  33017     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0     33  21262     26   5709    160  25104     18    155   2246\n",
      "      26   1638   1029     50  11672   6802      4  12847     18    142\n",
      "    4105    155  12166  21262      4    309     18     26    493    113]\n",
      " [ 15682     10     43   8119      4   1016     18      6   1409  11065\n",
      "   22948   5322    940   1993    261     17   3661      2    286     33\n",
      "   20675     17    141     26   8119      4   1016    193    192     18\n",
      "      26   2433   9365    142   2186   8989   8403     18    155  79885\n",
      "      43   2186   8989   8403  13390     36    346    737   2471     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    7588   2990     50   4751   6765    153   5860    272     17  34078\n",
      "      17  26208     26    213  26210     28   3347   4012    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   3967  10749     56     18\n",
      "       4    941    114     18     17   1555   1857     13   2066     17\n",
      "    5440   3701     17  11847      4  29123   7799   2951   4372     61]\n",
      " [     0      0      0      0   6531     33    320    884   1664     18\n",
      "       4   9347   7933     18   2774     17    633   7205    387    162\n",
      "     153    277   1603     29  38373    160   2501    113      2     17\n",
      "    2221   7973    141     18      4    135     17   5238   1655    476\n",
      "       6 174692   1072     18   4361    585   4084   2501    113     61]] | batch y:  [[  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1  10  11\n",
      "    1   9   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1  10  33  33  33  11\n",
      "    1   9   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1  69 147  70   1   1]\n",
      " [  1   1   1   1   1   1   1   1  19   1   9   1   1   1   1   1   1   1\n",
      "    1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   9   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1  19   1   1   1   1   1   1\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1  17   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1  18   1   1   1   1   1   1   1   1   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1  10  33  33  33  11   1   9   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1  10  11   1   9   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1  31  32   1  30   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1  20  21  22   1   1   1   1  47\n",
      "   48  49   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   0   0   0   0]]\n",
      "Epoch:  1 | Step:  7 | batch x:  [[    18     26   6575  62655     26     43    671    350   5882     26\n",
      "    2495    783     18    684    671   4196    142     17    318     43\n",
      "     426    425      4  20262   1943     18    138  13188  13187  48300\n",
      "    9515   1785    224    379    241    148   1233   1143    931    155\n",
      "    3856     17  16208   5547    160   4489   4778     18    857     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   1033    142    802  14182\n",
      "     123      4    407     36   1858   1940    224     17  68805     26\n",
      "    1974     43   1371     50   2595     18  25471    916   9102     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33    309\n",
      "      18      4  32403     43   7767     17  11713     18    138   9262\n",
      "     160   1908     18   4365    155   1212      4   1211   1210     33\n",
      "    1209      6   6781     10    261     17   6824   4782   3368     61]\n",
      " [     0      0   6531     33    170    138    848    320   2212   2072\n",
      "    3161     26 174604     50   4987      4   1115      7     36   1449\n",
      "     234     18    142   4544     10     43     17   1125   1124     18\n",
      "     686     17  40410  27459    155   2626    123     36   3405     26\n",
      "     144    744     53    255     17   7404     17   1951    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   7298     18\n",
      "      13    117   1465   1738    449    916   2072      2   3601    261\n",
      "    4218     17   1756   1860    155   2630     18      4  11722  12431\n",
      "     916   2072      4   1951   1411   1838      2    447   8461     61]\n",
      " [    26    298  10098    916   5207      4    824    379   1100     26\n",
      "     359     43   4381     26    348   1797   1107     17    191    752\n",
      "     379 102481   9299 169290   2189     92   2351     90    174    103\n",
      "    2286     17   5252     26   2063  46518   3067  13929     36  89803\n",
      "    1353    379 155312  13160    529     41    521    174    604     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33   7695     26   7821\n",
      "       2    549   7787      7   1004    224     17    405  11327     26\n",
      "      17   1195     26   3120   7491    277   9486    153   4025     61]\n",
      " [    17   1502   8644     36    937     17  30613   1051    142   3842\n",
      "  174574    123     43     17   3493  89793   5073    142  26153      7\n",
      "     715   3940    296      2   5240 142452     18     43     17   1033\n",
      "      18    240    715     43    112      4  33625  21150  28290     17\n",
      "   14687     18     13     17   4077     17   1325   2306    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   1352    488      4  27189     18  19417    225  17857\n",
      "     253    224     26   1291     18    266  16932    937    459     17\n",
      "    4619     20   1051     17   1683      4    947     17   1685   1684\n",
      "      43     17    426  12122      4    947     17  14129  14128     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33 166737\n",
      "      18     26   7281    261    224     17    316   1710     26  13594\n",
      "    6285   8742     18   1406    277   1795   7700     53      1     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1 28 29  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1 17  1  1  1  1 18  1  1  1  1  1  1  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1  9  1  1  1  1  1  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  2  3  1  4  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1 17  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1 31 32  1  1  1 50 52  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 10 33 11  1 28 29  1  1  1  1  1  1  1  1  1  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  8 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    5658     17   8054    108     17 174705     26    312   2911     33\n",
      "    9124     17 174704     17   2389     17   1393    379 174703     61]\n",
      " [    33  21514    757   3008      7     36   7349     53    138    803\n",
      "      17   5850   9842      4   2107      7    138  12594    916   1162\n",
      "     162   3661  37133     43   8083    153      7   1461      6  68926\n",
      "      43   5205   1051  75902   5384   1222     17   6645    159     43\n",
      "    6644     18      4    135     36    149    234     53    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33  30414     26   3915    182\n",
      "     449    647  30259     17   2070  12161     17    112    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33   7240  10465     18   1860    635    934\n",
      "     449    438     17  19443    142   5388    622    635   6531    448\n",
      "     447     17   5905      4    947     17   1111  10389    739     61]\n",
      " [  2072     17   2736     50   8908    471     43 174736   2244     17\n",
      "  174735     17   4372     17 174734      6    363    340     17    529\n",
      "   22348 149256    355     43    521  59006     43   3560   9470      6\n",
      "   12199    363  11654   6531 174733     18     43  45750     18     17\n",
      "    1373    113   6531     17  18814   1779    160    440    113     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "      33  32889     17  34048     26    932     53     28   1317    138\n",
      "    1115    605      7      6    877   1916     10     17  20946    592\n",
      "      43  20338     26   3967   4176      7     28  16592   6292   1095\n",
      "      53    183     46   2273  44299      7     17   9682   8067     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    264     26 174579  14135    824     18      4    823\n",
      "     138   3676   1171   1434     43    894    148    155    932    277\n",
      "     224     17    309   5328     26  23431     28   1599   1763   1314\n",
      "      18     17  13187    118    419     18     17   1487    286     61]\n",
      " [     0      0      0      0      0      0      0   6531   6531     33\n",
      "    4447   8724  16075   9885    160   4968    142   4217      4    654\n",
      "    2116   1282     17   2747   7535    447   6531     17   2206    622\n",
      "    2018     18    153     18     17      2    589   2030      7   2497\n",
      "    1732  62485   5622    453   2204     18      2   2631   3489     61]\n",
      " [     0      0      0      0   6531     33    440    991   4672    123\n",
      "      17  23722  35047      4  13094     18      4  12711   1030     18\n",
      "   11102     17   2221  19444   1656     18     28    293   3498   2834\n",
      "     142    654   2116    440     17 174702   1588  31241    447   6531\n",
      "      17    429     13   1795    155   1401    143   1508   3489     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33  20347    315     18   1669   3053  41947      4\n",
      "     968      7     17    112     17  15364     50    422   1734     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1  1  1  9  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 47 48 48 49  1 20 22  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1 18  1  1 17  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 31 32  1  1  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1 36 37  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1 38  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 20 22  1  1  1  1  1  1  1 23  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 20 21 22  1  1  1  1  1  1  1  1  1\n",
      "   1 47 48 49  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  9 | batch x:  [[     0   6531     33  11059   5073    471     43     17   9260     17\n",
      "     772    508    438   1517    508  13319    155   3955    449    277\n",
      "    1405     18      2  22403    141   4218     17   1517     50  16435\n",
      "   25262   3407     17   6956     43    609   3596     18     26   1405\n",
      "    5938     18   8333    155   1997  15756    193    192    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   1721     43    264     17   2070    155    163   5103\n",
      "   47164      4   5995     26   3218   8714    160   1042    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0     33   1850\n",
      "      26   1756    972     26   9610     43   8585    155    210  37636\n",
      "     163     26  22909   8014    648    455    862    447   3392      1]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33    401     17   6693\n",
      "      26    213    318     50  61201   2185     53   2587    578     61]\n",
      " [    33  26037   1523    984   5102      4  15367  12932     33   1209\n",
      "      13  34768   1047     53    240    941    233     17   1963  11137\n",
      "      18    155   5032   1029  28132    155     43     17  16079      4\n",
      "     269     18    142   1860      4  16278  48782    123   4325    155\n",
      "     448  22787  48776      7    297    155   4344    210    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531   6531     33\n",
      "    5905      4    947     17   1111  10389    739    447   6531     17\n",
      "     497   9578    277     14   5305    647    460    488    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33    264     17   4220     26    213 174573 174572\n",
      "  174571    142  71784     26  24741   9674   6862    679   3563     61]\n",
      " [ 45275   1551    160   1047   1046     18      2   2862    261     43\n",
      "      17   6398     50      2    162   3580   6531  31249      4  11461\n",
      "    6531     10     17   1860  15730    471     43    662    142   5912\n",
      "    5907     43   1129    138   4029     46     17   6587   7255     50\n",
      "     489    488    155   1851     18    447   6607    253      1     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "   30679    387    155   2048    387    671 147890     17  37573     92\n",
      "   17320     90     17   3290     17   3727     17    140     87   2248\n",
      "      17     87    222  12672    784    157     17   6986   1671     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   8356    138    363    319\n",
      "     162    153   2330    338  78394 166737     18     50  21951    160\n",
      "    2273     18      4   1244  10752    148     17    329     26  50618\n",
      "  107650     78   7167     17  40410   8782     18     50  11473     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1\n",
      "   1  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1  1 28 29  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1 30  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1  1 30  1  1  1  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 10 33 33 11  1  9  1  1  1  1  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1 10 33 33 33 11  1  1  1  1  1  9  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 10 33 33 11  1  9  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  10 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33    529 174601    521   1234 174600\n",
      "     138     43   4013    160   4167     18     26  29139   3583      6\n",
      "    7417      2    456     17    401     17  36934     26    620  88445\n",
      "    1876   1424     18      6   9716    272    224     17 174600     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33   1400     18   1620    536    272   6944   5478\n",
      "      18     43     17   4234     26  32475  10609    671   2726     26\n",
      "    2206     46   6085   6014    266      4    233    277  22852     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33  11292    310  15300      4   7532     18      4   3085\n",
      "      43   5963   3663    160   1047   1046     18   2539    871    225\n",
      "      46    947   4815    788      7     17  12533  20264    739      4\n",
      "    5906     18  15294  44375      4   8901    160  24047    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33  14435      7\n",
      "      26 174609   7453    123     43  10551      4  10944 174608   2587\n",
      "   11549  11223    289   2805    160    735     43   5425    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "     189     17    188    187     26  37027   3477     17    480    962\n",
      "   20316     17    529     55    521   1655  10149    379 174659     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   1664    128    449     17\n",
      "    5567    160    231     18    138   7587   1829    148   1949   1602\n",
      "      18     28   8695     18      2   7647    296     17   9847      4\n",
      "     289   2805     43    135     18     17   9848   1384    959     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   2072     17    329     26   4062     17   2366     27\n",
      "     962  23269      4   7254     17   1588  12736    379 174636     61]\n",
      " [     0      0      0      0   6531     33 114093      4    541     18\n",
      "     210    155  33374      4   2260   1925    123   7768    272   3206\n",
      "     151  15038    155   3815  16015    128     43    149    148   4299\n",
      "     160   1040     18      4  12279     36     38    160   4300     17\n",
      "    1984  24004    160   2269      4    233     36   2707    227     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   4156     50    422     17    679   9217    160  24603\n",
      "     142   1338    277     46     17   2366    338     17   9306     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33    401     17   6693     26   3120\n",
      "   13708    160   3362     58     28     17   8953     17     95    409\n",
      "     138  97437 174625    145     20     18   2247   1240   2389     61]] | batch y:  [[  1   1   1   1   1   1   1   1   1   1   1   1   1  19   1   9   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1  18   1   1   1   1  17   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1  31  32   1   1  50  52\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1  20  22   1   1   1   1  23   1   1   1\n",
      "    1   1   1   1   1   1   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1  10  11\n",
      "    1   9   1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1  20  21  22   1   1   1   1   1   1   1  23   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1  19   1   9\n",
      "    1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   9   1   1   1   1  19   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   0   0   0   0]\n",
      " [  1 135   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1  30\n",
      "    1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1  19   1   9   1   1   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]]\n",
      "Epoch:  1 | Step:  11 | batch x:  [[    18   2996      2    233    155   2030  11382     43 111023      7\n",
      "      50  10762     43  34832     18     26  11315   6403  81398   5075\n",
      "    6531     17   7733      6   1766   2963      7     26    447     17\n",
      "    7315    618      4  10603     78     18      4    654     18     43\n",
      "    7733     28  11315      4   1182      7     17  57176   1240     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33     33   4950     17  27611\n",
      "      26 174561     43     17     33   4950     17  10310     26 174560\n",
      "     379   1511   2749    912   1277   4728    297   3052    113     61]\n",
      " [     7   8596    155   3064   6531     17  19886   1249   1732  19886\n",
      "    6531    589   5191   3027     43   6531  42669   8229   6531    589\n",
      "     570   3847   8293  27360    224     17 138360      4   6239     18\n",
      "       4    233     17 156134   2244    555      6    127   6141      4\n",
      "     440    846 174623    592  37184   7293   5187   2331  37184     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    493     18  14805   3052\n",
      "      18      4    233     17  18624   2075     28   4623   1533     18\n",
      "      17 174546   2197    447   6531     17  45009    160    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    932   1148      7  12141    261    503\n",
      "      17   2130     17  12906     26   1317    138    962     17   2108\n",
      "   13142     43   5146   2842   8644      4   7449    123     36   3765\n",
      "     824     10     46  19437  20559      7     17 174691    716     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   2072     17  28052     26    803    277  16883     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531   6531     33  12414    199      7     36    329     26\n",
      "    4328    163   7458      4   5560     18     13   2072    155   2556\n",
      "    7981    635     47     17  13819  33206    155    138    649   1823\n",
      "    6531     17    447    862     17   1657   7970     59     84     61]\n",
      " [  5567     18    142   1599   6531     17  25729   5378   1341   4637\n",
      "      36     38   6531  13572   6676   6531     53    142    717    465\n",
      "      17   1330     18     43   4885   9674     18      4  10222     18\n",
      "      10    421    934   2249     26   2922     10 101526    253    447\n",
      "      17 105321     28    374   4217   2805     17  11930   4833     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   1474  11476    160   2070     26\n",
      "  124024     43  44138      4   1968     18   1021    392    612    138\n",
      "     384   7115  21556      7     17 174631  42152     17    932   1640\n",
      "    1070    233   7281     43   3642   4505    916    358    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "    6531     33   6951      7     26    235   2347    155   1686    701\n",
      "    8831     10     46     17   6106   7699     43    263   8958  66184\n",
      "       7     17 174683 174682      4   7704     18    251    442    605\n",
      "      17   1940     17 174681     26     17   1292    138   1311     61]] | batch y:  [[  1  20  22   1   1   1   1   1   1   1   1   1   1   1   1  47  48  48\n",
      "   48  49   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "   19   1   9   1   1   1   1   1   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1  69 147  70   1\n",
      "    1   1   1   1   1  71   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1  20  22   1   1   1   1   1  47  49   1   1\n",
      "    1   1   1   1   1   1   1   1   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1  36  37   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1  38   1   1   1   1   1   1   1   1   1\n",
      "    1   1   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1  19   1   9   1   1   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1  18   1   1   1   1   1   1   1   1  17   1   1   1   1\n",
      "    1   1   1   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1  20  22   1   1   1   1   1  23   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   9   1  19   1   1\n",
      "    1   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1  19   1   9   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   0   0   0   0   0   0   0   0   0]]\n",
      "Epoch:  1 | Step:  12 | batch x:  [[    17   3808      4   1566  24673   8642     18     28   1182   3807\n",
      "    1376    123     10    261   2633      7    671   2246     17  16175\n",
      "      26    226   5218    251    639    261    260     17   9177  38421\n",
      "      28    158    157      4    213    525     18     50   5455   5218\n",
      "       7    297    155   2633      7    485   5167   6112    113     61]\n",
      " [     0      0   6531   6531     33   1848      4     25   6531    922\n",
      "     261    224     17   1016   7872     18      4   1218     18     28\n",
      "    1465    297   1507     17    894   3151    160    426   8317     17\n",
      "     228   2227     26  10575  55644     18      4    823      2   5137\n",
      "    1242   1241    108    279     18     17    480    138      1     61]\n",
      " [     0   6531   6531     33   2694    231      7     17 174612   8374\n",
      "     447     17   8563    387    155   1550    387  10201 174611   3835\n",
      "      13     17   3093    162    753   9201     18    117 174610  10485\n",
      "    8371    155  13754    916     17   8481   3161     26  20400    483\n",
      "    6362    709   9351    224     17   2221  36851  20400    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   1892   2573    160    908\n",
      "      26   2739   3638    138    235  15224      4    764   1776   7554\n",
      "       7     17    398   3638     28   5858    277   3027    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   1940    508\n",
      "    1986   7472     26   2418   5008     10   8659   8658     17   1974\n",
      "      43   1959    972     18      4   1050  80952     18   8668     61]\n",
      " [     0      0      0      0   6531     33   4392     26   3683    128\n",
      "    3543   4832   5962   1234    721 141368    128     50   4233   7997\n",
      "      18      4    407     10    224     17  11453    138   7866  11834\n",
      "     155   1732   1999  18577    155   3376   1384   3375   1838    138\n",
      "     922   4987      4    901   3954     43   4225    160   1517     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33   1255     27    117     17  16293     17   1870   3976  16294\n",
      "   13768     17   1566  16294     17     87  30621     17  13494  26355\n",
      "      43  43780   6531     17 127623     43  29609     18     26 107650\n",
      "    8782     18     50 174599    448  34132 174598  55724    533     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33  20513     17  14619\n",
      "     449    438     17    937    379   2269      4  23106  14554     18\n",
      "    8935    529 174676    671  21129     17 174675    521 174674    448\n",
      "     819     18    266    583   7461    649   9146     17   4210     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33  41731     92   7198     90\n",
      "      17    428     17    426    851     17    140  16153    972     43\n",
      "     344  28816     17   9778    158    157    592     17  96304 174592\n",
      "    9011   2189    448  21114 164777  10122 104387  29615   5187     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "   12441    622   4264      4 174548  29013     43    193    192     18\n",
      "       4 174547   4783     17    691     18      4  84440  37723     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1 28 29  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0]\n",
      " [ 1  1 19  1  1  1  1  1  1  1  1  1  1  1  9  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 26 27  1 18  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1 18  1  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 26 27  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1 10 11  1  1  1  1  1  1  9  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  18  1  1  1  1  1  1  1 17  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 33 11  1  1  1  1  1  1  1\n",
      "   1 28 29  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  4  1  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  13 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531   6531     33    170    138  10074    525     18      4\n",
      "     525     53     26 142154    142  39290  14103    142    763    869\n",
      "    6343     17    649   1455     17   1908    749    160   2369     17\n",
      "      84  11751   6531     17   2304      4   4994    272    458     61]\n",
      " [     0      0   6531     33     23    160    349     18     10     17\n",
      "    3432    160    349     18    138   6458  28434     18   7672     17\n",
      "    6877      4 174624  17995     43     17    149    419  36795  61605\n",
      "      18     28   5019    160    348     18    454     17   6458 142492\n",
      "     160  65933     18   7672     17   1517      4  17384  17383     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0     33  14317     26  33062\n",
      "    1370      4   2755     18     28   5257     26   1876    182    622\n",
      "       2     30  13397  31081  25751      7   2810    225    261   1151]\n",
      " [    33   8147     26    363    917    421      2    277  27579     13\n",
      "    3842    113   5187     17   3259  30727   2593     18    324   6531\n",
      "     448   3155     17   6928     17 174570     50    765   4121   3123\n",
      "   11252      7     10    261      2    447   7559  12751    123     26\n",
      "      43 174569    277   1095  20321    546     17 174568  39063     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33  22202   3123    488   1434      4   1735\n",
      "   23674   8680     53      4  18867    823     17    329     26   1352\n",
      "    5457     43   2072     26    298    559  47731    253   6611     61]\n",
      " [  6531     33  42384      6   9062   2753     10    224     17   3120\n",
      "    3330   7491     18      4   1125     18     43   7874     17   8930\n",
      "   13693  13692    739     13   1186    261    503     17    108   2342\n",
      "      26     17  10054     26    170    138   4343 174615     18      4\n",
      "    3432     53    255  42301    253     17    158    157    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    108  13375     26     17    229     17  32837     26\n",
      "   30801  83641      7   3642     17   2943     88     26   3615     46\n",
      "      17  12839     17  34830    253     17    848    320   3864     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33  16814\n",
      "      26   6904      4    213     18     28  28880      4   1182     17\n",
      "    4272   6312   2389    447   6531     17  35282  45677      7    589\n",
      "     277  91575     43     17  17625      7    589    277  59293     61]\n",
      " [   882    351     36   7477     18    860    353   9146    449  29224\n",
      "    6531     17   3866   1162     17   1942  60096   2753      7    138\n",
      "     248   2196     18     50   1547   7477  23174     18    266   1027\n",
      "    2810     17  18620    471    836     43    541    157   2330    224\n",
      "      17  23264      4   2196     18     26    494    260   1494     61]\n",
      " [    33   1037    160   3613  31793      7     26  16492    589     17\n",
      "     336     28    316   1710    160    541    158    157     26    683\n",
      "    6782 174637     18    266  75209  45847      4    379    735    138\n",
      "      43   1651     26     17   3847    138  11117   1300    379   8273\n",
      "      18    155 135868  10568    155    449   1982   7196   5796     61]] | batch y:  [[ 1  1  1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  2  3  1  4  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 26 27  1 18  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1 18  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1 28 29  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1\n",
      "   1  1 28 29  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1 10 33 11  1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  9  1  1  1 10 11  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1 28 34 29  1 10 11  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]]\n",
      "Epoch:  1 | Step:  14 | batch x:  [[     0      0      0      0      0   6531   6531     33   2903     26\n",
      "    4234    155    210      7    721  19134    160   5437    253     13\n",
      "    3414    155    449  55562    253      6   1045      7    155    304\n",
      "      17    447   2747   2746   6531     17   7559   3455     18   1034\n",
      "    2726     26  11011     18      2   5559   1758    942    635     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   4199    282\n",
      "     160    772   3243    155   1686    277    421   1669     17   3661\n",
      "   14687    123     26    141   5812    297   3815 174723    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    827  73648  77610    277     43   3606    823     26\n",
      "    3644   3593    277    224     17  71089      2    298   3997    155\n",
      "    3413    617     18    671   2342     26     17  27872   1873     18\n",
      "       4   7234     18    138  30939    277  51125     17  32340     61]\n",
      " [ 36384   2672    155   2443     26  16696   4167    234     18     36\n",
      "    5105   4204   3666      4  10315      7   5207     17  36376    253\n",
      "       4     17   2726     17    405   2725     28   1386   1069      7\n",
      "       6  10867    123     13   1201   2063    155    277      2    886\n",
      "    3666      7      4    968     18     28    277   5115   1342     61]\n",
      " [  6531     33   4868     78    757     18      4    135     20      7\n",
      "      17   1212      4   1211   1210     33   1209     43    671   4803\n",
      "   10011     78     18      4    135   2116     17   2309      4  75598\n",
      "   17699     33   1209    671   4803  10011    757     18      4    135\n",
      "      17   5099      4  75363  21525     33   1209    485   1815     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531   6531     33  10551\n",
      "       4  10284      7     17    735      4   3034     43    289   2805\n",
      "      17  11549  11223    447   6531     17   8652    142    353    142\n",
      "    5231    151      7  12332   1481    453  11879   1481   3489     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "   21036   5019  39252      4 174639    123     13    373     18   8022\n",
      "    3725     17    654   2116  26966      7     17   2353  24627     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0   6531\n",
      "      33   1465    155   1738    277   2793     18   4205    494     43\n",
      "      17   4228  90663    278    160   2125     18      4    233    225\n",
      "      17   1892  30679     43   5028    340     17    108  26566     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531   6531     33\n",
      "    5235   2121     18     43 122252   2746    142   1860     53  29722\n",
      "      17   7182    160   2115     17  10285   2186      4    289   2805\n",
      "      18     17  17464    166   5525     17    753    419   1151     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "    5245    353   5620    182    622   1540   7812      4  15668    754\n",
      "     671  15512  23303     43    108     17    525      4   6984    488\n",
      "      18      6   2498   5260      7    142     17  34576     17    541\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "    5653     26    552   7904    272   8025   3488    749    113     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1 10 11  1  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  10 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1 30  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 20 22  1  1  1  1  1\n",
      "   1  1  1  1  1  1 23  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 20 22  1  1 23  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 28 29  1  1 19  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 20 21 22  1  1  1  1  1 47 49  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 20 22  1 47 49  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  15 | batch x:  [[     0      0      0      0      0   6531     33   3511     26   4418\n",
      "       4    213     18      4   9662   3701    651     43   2070     26\n",
      "   52711  52710     43  14538      4    213     18      4 174617   3790\n",
      "       6 174616  54421      4   8891    113     26   2628    277     17\n",
      "     848    847      7   3170     26   1916     17  45938    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0     33\n",
      "     426    227    138     43   2342     43    748     26  16191    297\n",
      "      36    848    320    836   1898   1356     13  14162  17571  35906]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0     33\n",
      "    1959    972     18    155  15805    296      2   1940     13   4429\n",
      "     151      7   1477   1795     43   1974     50   2877   5487     18\n",
      "   12677    155   7710   1946  13303    155   1686    277   1948    253]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33     33   4950     17   4949     26    213  12401\n",
      "      28   5718      4    284     18    138  11077   7672   1366     61]\n",
      " [   192     18     26    137    160   4460   6454     26     17  13560\n",
      "   13559     17   5425   4460     43  56333    226   1585     53  18972\n",
      "      26    562    261     38   6123     18    142  33810     43  25827\n",
      "   65201    128     13    684     17    605     53    155   2043  26357\n",
      "     824     43  16457    128   8550    155   9434    620   4460     61]\n",
      " [ 32889     17   6233     26  18869  18868     43    671    908     26\n",
      "   58620    671   1195     26 106860     43 174713    671   1348     17\n",
      "    2173  37781     26  37780  10757     28   5450  13950    671    541\n",
      "     158    157     26 174712     43 161741  25564     17   5450  13950\n",
      "      28   7740    277  78706      4   9136    190    379 174711     61]\n",
      " [ 10875     18     26   2644   1162    260   1795     50   3745     17\n",
      "     226    142   4765    353   2935     17   1646    155   2511     17\n",
      "    5249    359     43   5994    359     53    155   7740    153    277\n",
      "      17  60858  58831   1042     18     17   4595     53     13     17\n",
      "     229     17   6233     26   3615     46     17  95819    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   9402   4462\n",
      "      36    351     36     17   5142 174652     43   3822   3663     17\n",
      "   18058    493     50   2773    155    311     18   7479     17    242\n",
      "    7675     26    131   2988    128    225    224     17 174651     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   2475     18      6   1159    123\n",
      "      50     17    350   1937     26     17    141    889   2562     26\n",
      "      17    555     17   3636    163    843  45439   1393   1338    545\n",
      "    9078      7     17  34941     26    941   1850      7   2768     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0     33   1195\n",
      "      26   1372    160  10321     43  20393     43   1372   2186   1183\n",
      "      28   2859  18616     26   8527   1367      7    277   3710    113]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 18  1 17  1  1  1  1  1  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1\n",
      "   1  1  1  1 98 99  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1 71  1  1 69 70  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1 30  1  1  1  1  1  1  1  1  1 31 32  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  9  1  1 10 11  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11\n",
      "   1  1 28 29  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 10 33 11  1  1  1  1  1  1  1  9  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  16 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   1171   1620     17   6061     17\n",
      "   14285     26    189      4   1566    157     43     17  12644     17\n",
      "   59674     26   1566   1008   5302      6   1004    459   1815     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   2072     43   3094     17   2246\n",
      "      17   2070     17   2269     26   8831    261   1795  17335     18\n",
      "   17772    421    438     17   5604 174657    123    160    781     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "   14051     63      4  16746     18    869   5007     18    155   2644\n",
      "     155   7240     18   3093   1162    447     17   1857      4    757\n",
      "      17   1856   1855     17   1168   2708     18     43     17   5630\n",
      "       4    947     17   8369   5377     17   1168   3659    113     61]\n",
      " [     0      0      0      0   6531     33    141     26     87   2185\n",
      "    3924  14160  13701     28   1438   1966      4  22864     43  12676\n",
      "     984   5082    439     18     13   7795     53 120947     17   1272\n",
      "    7975   9539   2990     26   3747      4   9632     18    138   6969\n",
      "      13  11374    356     53  16312     46     17  21093    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    170    138   1959    972     18     26\n",
      "    4411   1069    128   1990   1940     43     17    234   1974     26\n",
      "    9318   8314    277    421   4419   1959    972     18    155   4429\n",
      "      18   3648      4   2281     18   4770    297    494   1977     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33     69     17  13345     26    460  41003     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    712  11129     50  10334\n",
      "    3547   2222  11129     18   5453    297    155   2125     18     26\n",
      "    6688   7990    234     18    277     17    293 174619    151    160\n",
      "    4898  10977  12214     18     17  17231     28  19106  26863     61]\n",
      " [    33    682  42784     18    142   8533  67011 174590  10285      4\n",
      "    6819      7   3451     17  29362  71592  16030      7     26   2714\n",
      "    1381    160   6206    253      4   3432   3245      7  10464    155\n",
      "    3413    183    225     17    241    419   2943     88      4    891\n",
      "     228    788     18     26    332    224     17   2843    113     61]\n",
      " [  1024  32385   1281      4   3033   9417  32385  10391      4  29332\n",
      "    4041     33   1209   4134   9519      4  15947  25247     33   1209\n",
      "    4134   1097      4   9307   6539  32385    756      4  35043   1641\n",
      "      33   1209   4134   6754    908     17   5384    477    555   5102\n",
      "       4   5209   5208    739    448   9485     13   6658  13910     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0     33   1000    994\n",
      "      18     28   2495   3576     18   1547   1732   2342     26    783\n",
      "      18   1547     50   4465  10484  23280   5855  50740    784    157]] | batch y:  [[ 1  1  1  1  1 10 33 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1\n",
      "  17  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1  1 30  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1 10 33 33 33 11  1  9  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 98 99  1  1  1  1  1  1  1  1  1\n",
      "   1 17  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 19  1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 19  1  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 10 11  1  1 28 29  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  17 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33  11173  47767\n",
      "     128    138    951    702     10    231     18    447     17    735\n",
      "       4    289   2805     43   3034     18     17  11549  11223     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "     513  17457     97     96    128      4   2689    990     18   4209\n",
      "    3648     43     17   2070     17 164666     26    183   4504    566\n",
      "   18680     18   8378    297     46   2217  12117   1735   4209    351\n",
      "    3046     17   4029   3878      7 107306  53479  41072   2189     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33    466   4201    155\n",
      "   17857    253    142   4843      6   4465     18    843     17   5905\n",
      "       4    757     17   5904   5903    739     17    552   2768     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    831  27641     43 167571  15115      4   2931  22637\n",
      "     123     43   5573     18      4  26605    234     20     18     17\n",
      "   24885  48282    266   3053  22269  13909     53     50  14328   2048\n",
      "    1997   6531    592   2007  34997   8243   5187   6748  40165     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   8803   8802   7342    123     13\n",
      "     968  14028    633   2248    387      7    549    277     17   1348\n",
      "      17    141   3741     26     17 174653     28    670    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   1474  11476    160   2070     26\n",
      "  124024     43  44138      4   1968     18   1021    392    612    138\n",
      "     384   7115  21556      7     17 174631  42152     17    932   1640\n",
      "    1070    233   7281     43   3642   4505    916    358    113     61]\n",
      " [     0      0      0   6531     33   2072      4   9497   2992     43\n",
      "    1548      4  17973     17   4855   7706    193    192     18      4\n",
      "    6539     13   6101    449    438   3219     17    518    516      4\n",
      "   12769   2837    355     13   1133    192     18      4   9207     18\n",
      "    1667    297    296  14721   4483     17    158    157    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   5658     26     17   2181    108\n",
      "      26  17407   3854    972     43   3854    712   4879   1021    169\n",
      "   63542   2810    225 174550  13945  31721    113  76185  76184     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33  67177     17\n",
      "   29569      4    491     18     26   1372 174545     28  12270     43\n",
      "   17650    432    916    460   1966  22837    162    153     17   1317\n",
      "    1669      2    447  11792   3315  11791    440   2960    113     61]\n",
      " [  2159  15232   1012    128  37823    155    379   6531  49228    128\n",
      "   23980   6531    155   1751    266  14134    153    143   1598    155\n",
      "    1069   3510     18   1418   1033    484    113    448    649    155\n",
      "     421   5812     17   1022     18     13    951    432    225     46\n",
      "      17   1184   4666  27260     18      4  34151  34150    324     61]] | batch y:  [[ 1 20 22  1  1  1  1  1  1  1 23  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 31 32  1  1  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  1  1  1\n",
      "   1  1  1  4  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 19  1  1 28 29  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1 19  1  9  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  4  1  1  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  1\n",
      "   9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1 25  1 24  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 20 22  1  1 47 48 49  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]]\n",
      "Epoch:  1 | Step:  18 | batch x:  [[     0      0      0      0   6531     33     89     88      4     17\n",
      "   15244   1010  15243    142   4411 125971    282      4    654    440\n",
      "      17  20018  14683   2244   5077    447   6531     17  27567  45926\n",
      "    2340  15244   1010  15243     18      4     25   1465    155   1831\n",
      "     272      2   6730   1434      4    234     18    277    190     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33    437     47  15909    649     43     17   1631     47  11534\n",
      "      17    553     18     26    918     28   4538   3568      7      4\n",
      "    1501     18     28     10    635     43     17    336     28  62799\n",
      "     155   2072     50   1831     17    126  50439     10    635     61]\n",
      " [     0   6531     33  34155    757    359   1170     28    138   2920\n",
      "     773   5626     18   4419    484     26  18775   7544    160   1046\n",
      "    1838  12596   5476   6536      7    138    753   1175   2497   1849\n",
      "    4355    155  12164    296   1119     53      2   1292    447     17\n",
      "    1168    757     18     17   1857      4   1856   1855    739     61]\n",
      " [     0      0      0      0      0      0      0      0   6531   6531\n",
      "      33   1100     26    213    525   5099     28     17  33900  28134\n",
      "      43   7734    142   1184   1353     18      4    220     17  78583\n",
      "    4602    555    447     17  14135   1758    272   1647     43     17\n",
      "   11635   4469  12385  14424   3820      2  10793    367   2663     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0   6531\n",
      "      33    255    541    158    157    503     17    350   5882     26\n",
      "    1758     43  29007    824     17    293  83116    155  11176   5312\n",
      "     448 174576    355     26  12179    158    157    589  15063     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33 174586    671 174585\n",
      "      17   2246     17  14236     17 174584   2244 174583  78377     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    4924      4   6340    128   1960  29139    780    701    772    508\n",
      "    7866   1515    128  20933   1507     17   6641   4667    138     17\n",
      "    2130     17  12906     28    292    261     17    972    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "     220    208    128     17   3710     18      6     17    112     17\n",
      "   10776     43    350     26   3326    368    367      7     17  18562\n",
      "   15967     18      4    220  11388     18    277 154915   1865     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    305  21615   2736    157\n",
      "      18    142   6608    515      7     17 174729  37286    155    280\n",
      "      17  18332   1356   2498    297     17   5602     43   1391    157\n",
      "      17   7774     50     17    748     26  24440   2877   3574     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    213    158    157     28\n",
      "    9220   4456   1352      7     17   4663   7535    447   6531     17\n",
      "   11173      4    856   6144     18    138    432    938   1815     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 18  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1 10 33 11  1  9  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 55 56  1\n",
      "   1 95 97 96  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1\n",
      "   1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  9  1  1  1  1 10 11  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 20 22  1  1  1  1  1  1 47 48 49\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  19 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531    529     33    753    419   2309      4   2232   2308    739\n",
      "     340     17   1171      6   3908     17    149    419     56   6881\n",
      "      18   2810   6904      4   4663    477  13180    739    521     61]\n",
      " [    17   1152     26    260  20552  29170    142    662  28019    310\n",
      "      26   8305    387   2996    297    155  19278      6    493     18\n",
      "    8002     13     17    542   2638     18     26    269   1518     17\n",
      "    2173   4674      4     17   2473     17 174588  18011     43   9953\n",
      "     253   5137  25140    151   1148      7     17   5444    286     61]\n",
      " [   541    158    157     17   1014     17    908     17    529   2943\n",
      "      88     43   8965  16313    521   1097     17   1195     26   1552\n",
      "     226     26   4457     43  47001     17   6581      4  14527     18\n",
      "    3291    432    297     17   4204   6253    226     43  27762      4\n",
      "     513      7     13    684     17    635     17   1177   3885     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33    440\n",
      "    2294    160    349      7     17    365   2897     17    364     26\n",
      "  174635    160  10321    365     28  42180     20      7    277   1042\n",
      "     113   4062     17    331   2733     17   1195  57312 174634     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531   6531     33   4686   2897     26  48909  89432     28\n",
      "     336   1317    138   5145 174627  14698     18    340     17    451\n",
      "     148   9047   3055     26   2996    182    622   1172    113     61]\n",
      " [ 33962     18    138   5220 174581     18     28    236  33396  71128\n",
      "      18     28    647    583     36     17  16008    142   1518    138\n",
      "    6802   1506     43  25083 174580    138    941    233   3226     17\n",
      "    8394   1204      7  15130     43    553   3835  14654      4     25\n",
      "    6272   1277    647    583    260   4498   1206    160    781     61]\n",
      " [     0      0      0      0   6531   6531     33    751   1175   3860\n",
      "    3934    604      4   2549     18      4   4366     18    155  12279\n",
      "    5775    622     43   4233   3431     18      4   6605  29869     18\n",
      "    5923    112    260     17    338   1399   1758     17   4696  66387\n",
      "       4  69257     18   1149    210    715    160   9145    253     61]\n",
      " [  8481     50    277     46     17  60162 121471  33115   6987    379\n",
      "  158579    272   4310   3351     53      4    940     17   4815    788\n",
      "      50     17 128895   9522     43   9156     43     17    529  61816\n",
      "    6311     18      4    338    521  76574    921   5023   3590     18\n",
      "     589     17   1512     50   4310   2066    225  17444   1426     61]\n",
      " [  4033      7     17  52811   1383     43     17   1368   2990      7\n",
      "      17 174731 174730      6  50488     43    529    153    884      7\n",
      "    3812     43    521    203     18     26  10824     18    940   9574\n",
      "      17    529   3839    387    521   6531   6622     18     26   4182\n",
      "     448   3371   1454   6748   6531     17   1037   9007    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33    480\n",
      "     138  35016   9043   6406    359     18     36     17   1033     18\n",
      "     508  13847     46   2309     50    947   2061      7     17  79561\n",
      "   11143    739    447   6531     17    649  14173   1277    781     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1\n",
      "  30  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  1  1  1\n",
      "   1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  9  1  1  1  1 10 11  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 98\n",
      "  99  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1\n",
      "  28 29  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 10]\n",
      " [ 1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 12 14  1  1  1\n",
      "   1 15]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 20 22  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1 31 32  1  1  1  1  1 30  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  20 | batch x:  [[     0      0      0      0   6531     33   2070     26   4299   1234\n",
      "   45475    259     18     26   6390      2    513   3510     18      4\n",
      "    1115      7     10     43     17    365   2897     17    364     26\n",
      "    5802   9645     18     28   3510     18    142   3830    394    940\n",
      "    2810    261     17  11938   4294     78   3510      7    324     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531   6531     33\n",
      "    2706    439    160  15121     13    524    296   2805    151     18\n",
      "     447     17  15121    869    939 114436    253    503     17   3591\n",
      "    2169      4    289   2805     20     17  49516   1588  13180     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33     95     10    261    260   3027\n",
      "      18     13  44281    150    261    447     17   2072   3450     26\n",
      "  174714      4    894   5925     18     26    298    559     46   7980\n",
      "      26   8380   6943      7     17   3714     17  90565  12321     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   5784    138   6531  12752   2033\n",
      "      18   6531    861    449    455    261    447     17   1097      4\n",
      "     757     17  28321   9415   1653     17   1115   4870    846     61]\n",
      " [   887    155   6679     18    138   2575  10794     43    379    408\n",
      "      18    325    379    295      4  45204 174719      7    984  23944\n",
      "    2772  12220   7955  13015     17   1261     47     17   2770  65992\n",
      "     128     13   9746    277     17   1392     17  21460     26    178\n",
      "    3261     17  10254   8203     17   8435   3137      7   2778     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0   6531\n",
      "      33   6740   4740      7    150    261    503  10160     18    155\n",
      "   23485    261    869   6097  20370    709   2448     17   3861     17\n",
      "    7214     26    557     17  11477     17  17324    379 174605     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33  76543   4489   4217\n",
      "    9674     18      4    289   2805     17   8287   2471    447   6531\n",
      "      17  10518    450    142   8139   1508    277   4584    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531   6531     33   5115     53\n",
      "    5029    155  11262     46     17 174672    922   2355  12458  13075\n",
      "    1950      7      4  46322     18     17  18313   7799    447   6531\n",
      "      17   2412     17   2072     17    329      2   5803    635     61]\n",
      " [    33   1095     53     26   1766   2963      7    155    280   6531\n",
      "      17   2292    277     17   6406    744   3166      4   1502     43\n",
      "  144394    940      4   2294     18    142  25827    340     17   1352\n",
      "       4   6225     18      2   8313    155   6531  10796   3076     17\n",
      "  174603   3255     17   1125    667   2109    160   1756   2897     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   4062     17\n",
      "      95   5257    932     28  10038    962   1350     17   6904     17\n",
      "    7312     26   1139     43   3511     17   4417     26    312     61]] | batch y:  [[  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1  17   1  98  99   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   0   0   0   0]\n",
      " [  1  20  21  22   1   1   1   1   1  47  49   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1  19   1   1   9   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1  31  32   1   1   1  30   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1  10  11   1   9   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1  17   1  18   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1  20  22   1   1   1   1\n",
      "    1   1   1   1  23   1   1   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1  19   1   9   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1 118 119   1   1   1   1   1   2   3   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1  19   1   9   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]]\n",
      "Epoch:  1 | Step:  21 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0   6531\n",
      "      33   1093    182    155   4298   1515    798    160    822     17\n",
      "     264   2573     26    309   5328   8042     26    497      1     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33 174577   8558    155    127    225   4205   1958    224   6253\n",
      "       7    379   1959    972     18     43   1974     17   1940   1620\n",
      "    3359     43    460      4    800     18  22689   4434     17   1974\n",
      "   20569   2575    225     17   5666   2762   7664     17   1940     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0     33  10054     26   3120  16364    192\n",
      "      18      4   1115  11871   1508      7     10    862   1301  10016]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33   2246     17  16175     26    438     17\n",
      "    9177  38421     28    158    157      4    213    525     18     28\n",
      "     320    709    142    226   5218  15273    585    455 105314     61]\n",
      " [     0      0      0      0      0      0      0   6531     33   9451\n",
      "     667      7     13   8127     26    706      4     43     17    191\n",
      "     419    196     26   6591    508   1033    160   1940    721   6531\n",
      "    7469   6531    123  29735   1614      4   8061    277  78539    253\n",
      "      17  75091  51649     17   2694   1556      7    155    616     61]\n",
      " [     0      0      0      0      0      0      0   6531     33  25694\n",
      "    7264    272     46   5670     43    226     28  13820   7697   1021\n",
      "     758   4296   1699   3613   2674   2047   1434     17    163    589\n",
      "      43     17   8716    915    163    869     17   1129     17   1157\n",
      "      50   6425     26   2125    148    155    422 174555   2746     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531   6531     33\n",
      "     149    148    642   5699   1148    163    454     46     17   6061\n",
      "      17  46777     50  16272      7     17  74632   9073    447   6531\n",
      "      17    483   1291     18    940   6190   1277    160   1366     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33    973\n",
      "     972    160    908    138    200   2717  10277      7    155    922\n",
      "     459   1556     18     17    103    409    138     17   2231     61]\n",
      " [   253      6  10386      7     13    802    160  10853   1865      4\n",
      "   32790      7  14260   1406    296    379    415     43   1517     17\n",
      "    2070     17    112     17   2072     17   3511     17   3094     17\n",
      "     193    192     18    379   3860    604      4   2549     18      6\n",
      "    3225   9094    114     18     17    447    261     17   8315     61]\n",
      " [     0      0      0      0      0      0      0      0   6531   6531\n",
      "      33   2963      7     26    447     17   1168    757   1849     18\n",
      "      17   1857      4   1856   1855    739   6531     17   8381    744\n",
      "     142   6360   3663   3984      4   2030     18    138   5396    277\n",
      "    2030   1029    138   5396   1807   1633   2864    824    113     61]] | batch y:  [[ 1  1  1  1  1 53  1  1  1 54  1  1  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1 98 99  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 10 33 11  1  9  1  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19\n",
      "   1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1\n",
      "   1  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1  1  1 30  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  9  1 10 11  1  1  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 17  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  22 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531   6531     33  70882\n",
      "     253     43    671   1785     18    155    151  12251    737    277\n",
      "      46    264      4   2226      7     17 150609 150608    671   3370\n",
      "    1282   9247      7     17  22315  12717    272  41596    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    264     26 174579  14135    824     18      4    823\n",
      "     138   3676   1171   1434     43    894    148    155    932    277\n",
      "     224     17    309   5328     26  23431     28   1599   1763   1314\n",
      "      18     17  13187    118    419     18     17   1487    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    353   7600    639    266\n",
      "    3644    355  23206    737    297   3087   1051    438     17    772\n",
      "     508   7866   1135   1134   1844    155   3064   1162    260    191\n",
      "     419 174596   6836    118  17163   1989     43   1517   1722     61]\n",
      " [   138   4465   6531     17 146377      6    506    450  53328    155\n",
      "     592    802   5187     18     13  93271   1849     18   6531      2\n",
      "   16241    224     17   4957    160   4869    253    690    296   1162\n",
      "     447     17   5905      4    757     17   5904   5903     43     17\n",
      "    3576      4    947     17   1657   4956    166    740    944     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33  27559    155   1982    277    337  19757\n",
      "      26    951   1732  19757   9356    272  10268    509    823      2\n",
      "    1152     18     17   1157     26   1193   9654   1475   1129     26\n",
      "   34124  54953    155  59833   7204 174710  21575   5542   5541     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33    208     53     26  38859   3145   9467     53\n",
      "      43     17   2726     17 174614     26   1139     43    557     10\n",
      "      17   1195     26    803    277     46     17  25604    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33    529    353   1620  62853  16442     43  10250     17  98086\n",
      "      17 174684    521    518      4   9312   5747    225      2    226\n",
      "      18     17  35787     26    223   5298 146587     18    155   2681\n",
      "    5587     10    862     17    103     10  96797   8755   1607     61]\n",
      " [     0      0      0      0      0   6531     33   1898   2762   6883\n",
      "     155   1795     18    496    155    587   7951   1529      7   1651\n",
      "    1977     43    587   2532  29139     17   3412   3411     17   1125\n",
      "    1354     43    979     53    240   1206     17   2618    622   1795\n",
      "      18    447    225   1940      4   3428   3427   4331   4330     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33   2176    285     18\n",
      "      17   4138     26    186   3364     18    998   2755   1069      7\n",
      "      28   1876    459    484     43   2574     50   2729 174587     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    972     43    270   1021  25512   9628\n",
      "      18      4   1029     36   4196    123   3127     36    277     17\n",
      "    3667     17  11653     50  30347      7     17 174650 174649     61]] | batch y:  [[ 1  1  1  1 31 32  1  1  1  1  1  1  1  1  1  1  1  1 30  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  9  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1  1 30  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1 17  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 10 33 11  1  9  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  2  3  1  4  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  23 | batch x:  [[  1324 174642      7    671    529   9954     13   6531  17066  11806\n",
      "     113   6531      4  16487  88667     17    871      7   7264     17\n",
      "    8422     50   6531     17  75957      4   4665    113   6531    521\n",
      "    1664   1072     18     26    682     43   4167      7      4     57\n",
      "      18     26   1455  52211 134081  84791      7     10    458     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0     33    804\n",
      "    3126  31496      6  16047   3199    824    128   1440    449    647\n",
      "    1940      2    277   4469    196     18      4  12597    118     97]\n",
      " [  2501    158    157    113      4   8890  11298  64334     18     17\n",
      "   64333  11243     43     17    177    157     50  12537   6943      7\n",
      "      17   8347   2396   1291     18    671  90498 147463 107876    160\n",
      "  174558   6381   6531    671 174557 154291     18   6531  30251  19442\n",
      "   35765   4761    160 154291    253    266   9552    160    458     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531   6531     33   4432   1977  20376    155   5170\n",
      "    6531   3435    447     17   3428   3427     17   1125   1124    160\n",
      "    1940      4    131     18     26   1030    123     17  13819   2471\n",
      "      17   2963   4487   4486     18      4  15073     18    286     61]\n",
      " [     0      0      0      0      0      0   6531   6531     33   8000\n",
      "    1946     18     26   3435     43    196     26   6591    340     17\n",
      "   10793   5290    142   1860 127143   1157     26    493     18   3543\n",
      "   19646    277  35353  20936    798   4205    494   1016    525    438\n",
      "      17   1129     13   1999   6836  12611    193    192    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   1892    128      4   1434\n",
      "      43    908  16156    224     17    108   5026      4    940   2156\n",
      "     155    305     18 146029    277    309     18     17   2073     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33    213  94090     28   2420   1148      7     36   9360   8458\n",
      "      43     17   3389     43   2274   3756     18     17 174695 108392\n",
      "     138   1597   2099     17   6956     17 174694     26   4736    262\n",
      "       7     10  22288    253     17   7430    155   5173   6748     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    628     26  12776    296  29421     33\n",
      "    8648     18      2    438     17   4733   1069     26   5812     43\n",
      "      17   2726     17    405   2725    155  15182    432    916   2729\n",
      "    8648    940      2   1712   1046   1838     17    149    752     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33  12789    123    245    112     26     87   5705\n",
      "     715     18     28   3814     17   8078   5556   8558      4  38846\n",
      "    6510  40728    253    240     17    848    320    884    846     61]\n",
      " [   158    157      4    940     43    279     17    999     17   2342\n",
      "     340    379    525    158    157     26   3974   1646   3899    138\n",
      "    7751  18290   1162    701   1504  13187    142   5703      7   3862\n",
      "     155   3419   1162    447   8930    739     43  32102   1588  32101\n",
      "    1653     17   3525   3524   3362     17    289   7380    113     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1 18  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1 20 22  1  1  1  1  1  1 47 48\n",
      "  48 49]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  4  1  1  1  1\n",
      "   2  3  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 28 29  1  1  1 19  1  1  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1 18\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1\n",
      "   1  1]]\n",
      "Epoch:  1 | Step:  24 | batch x:  [[     0      0      0      0      0      0      0      0      0   6531\n",
      "      33   2906     53    138   1916   4524    155    280     17   4813\n",
      "     488    123     10     46    233    340     17   1259    432    916\n",
      "    4426   1453   2841    447     17   1445      4   1474   8308      7\n",
      "      17 152746      4    654   2116     18     17  59639   2590     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33    541    158\n",
      "     157     26  25273   1010  25273    142  12646    152     18    150\n",
      "     862     17   6131     26    193    192     18    155  80354     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531   6531     33 174722   5253\n",
      "       7     43  14392   4167     20      7    563     17    213   4716\n",
      "       4 151314   1257    447   6531     17    704    160    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33  11437  11436     17   1125\n",
      "    1124   2109    160   1940      6   1186    459  14501    113     61]\n",
      " [     0      0      0      0      0      0      0   6531     33   6131\n",
      "      17     95     63    138   1391    157     26    557     17   1046\n",
      "    3701    754    448    654   4544    182    155   2226    748    234\n",
      "      18    155    416     26    457     17   4183   3488    160   1119\n",
      "     118      7    138   8840    234     18     10    742    739     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33  17092     43   2515     17    158    157     17\n",
      "   11265     17   3592     17    529   7568     43   9218     17    715\n",
      "     521     17    112     43  16594    141     26    346    578     61]\n",
      " [  3444      2  43520    379   7582     53 174728    155  10911    160\n",
      "    1849     18    449    277    421      2     43   2805     26   3240\n",
      "      18    277    654     18      2  16241    737     17   5905      4\n",
      "     947     17   1111  10389     43     17    950      4    757     17\n",
      "     949    948    944     43   4869    253     50  10386    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531   6531     33  15112     18\n",
      "     138   9280     43  11565      7     17 174643  34699   3091    447\n",
      "    6531     17   8304  10374      7     26   6510   9957    503    270\n",
      "     315     18     26   2125   2674    917     18    277    772     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "    2246     17  13283  28726     26    349      4   1470   4455      4\n",
      "   17537     18      4   7977   3272      7    142    163     13 101919\n",
      "    6531     17  66213   6531     13  14278   1477   3002  14966  36313\n",
      "      46     17 135497  11678    220    113 174671    172     76     61]\n",
      " [    43   3654     88     17    108   9323     17    228    227     17\n",
      "    1097     26   4343    709     43  29413     26    276   2048    162\n",
      "     153     43   2500     26    276   6641   3705    149    419   8645\n",
      "      18     28    348  38418   1620  36905  47442      4   4228      2\n",
      "    1785   1984   6641     26   1971   1359     50   2006    157     61]] | batch y:  [[ 1  1  1  1  1  1  1  1 19  1  1  1  1  1  9  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 33 11  1 28 34 29  1  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 20 22  1 47 49  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  4  1  1  1  1  1  2  3  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  9  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1 10 11  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 18  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1  1 30  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1 19  1  1  1  1  1  1  1 28 29  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  9  1 10 11  1  1  1  1  1\n",
      "   1  1]]\n",
      "Epoch:  1 | Step:  25 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   2072     43   3094     17   2246     17   2070     17\n",
      "    2269     26   8831    261   1795  17335     18  17772    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    658     26     17    189     17  24139\n",
      "    4979    155   1562   3636    163     43    862     17  23726     17\n",
      "   16729     43     17   6495     17   4716     26   1193   3368     61]\n",
      " [     0      0      0      0      0   6531     33   1119   1518    142\n",
      "    2151   3488      7   1667    155   1119    160    654     18     50\n",
      "   17204    916  44169    253    934     17  44169  44168     17    654\n",
      "    2116  65718     53   1687    449    181     17  23954  29667     17\n",
      "     654    160   9266      2   2148  80577      4   1390    113     61]\n",
      " [  6531     33   2629  11463    153      7  15765    297     17   2269\n",
      "      43   2070     17   3094    340     17   3087      4   2260      7\n",
      "    1301    438     17  35695     18    984   1218    421   3543   3177\n",
      "      13    492  22316   3862    449   1141    421   2966     26   2553\n",
      "     432    225   4233   3431     18     17   1664     18    286     61]\n",
      " [     0      0   6531     33   6457   3079   3040    155    772  25376\n",
      "      43     17    193    192     18     26   1986    142  27783   4440\n",
      "       7   3065     17    270    315     18   1146   9125   2556   5113\n",
      "      17    484     26  17342    488     18   2713    155  67784    296\n",
      "    1972      7      2  15214     53  70405   1046    253      1     61]\n",
      " [  6531     33   1040    788     43    694  14707   1141      2   2888\n",
      "     142    968      7   1907     10  10084      2    694     43    193\n",
      "     192     18     26    494      6   7676   3908     43    420      7\n",
      "     162    153     26  10913     18    459     17    491     18     17\n",
      "   31781     26   1986   1294    113    379   1540     18  27139     61]\n",
      " [   258    163    721   4758      7    155   7947     10  26598  13225\n",
      "     260      2    529   1525     17 104491  11305   9087    448   4381\n",
      "     521   6531  27365    846    448 174696   9156   6531     17  11230\n",
      "      53     26   9534     17   5301   4740      7    150     46   5298\n",
      "      78     18      4   1115   8745      7     17 174696   9156     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33    141\n",
      "      26   9353   1370      4   1819   3644   2253    358      7  51315\n",
      "      17  27605  27604     18     26  12420  41270     18    277     17\n",
      "    1097   7290     26 174670 174669      7     17  29522   1370     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   2269     43   2072     26\n",
      "    1927  10949     43 174578     43   1956     43  40354      4   3967\n",
      "     871      7    255    686     43     17  16239      4   4523    359\n",
      "    3278    261    503     17   2246    155    690   1736    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "     518  32413    394     13  19218   9247    448  11926   3766    123\n",
      "     843   1277    225     17   2072     17 108950     26     17 174668\n",
      "      28   3476  32610     18     17   3454     17 174668  71792     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  4  1  1  1  1  1  1  1  1  1  1  1  1  1  1  2  3\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 98 99  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 24  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1 25  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1 10 11  1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1 17  1 18  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  26 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531   6531\n",
      "      33   5905      4    757     17   5904   5903    739  15445     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33    149    419    633   6944    387    183     17\n",
      "    1551   1831      4   1604     18     26    277    224     17   2549\n",
      "   27210     18      4   3034     18     17  28468   3723   3889     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   2246     17  16175     50  13683   8107   2995      7\n",
      "      17 120457    155   1736   4030      2    671    552    138   2800\n",
      "      18     28   4192    639    585    459 131075     18      1     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33   7430     26  24346     17   1710    155   5743\n",
      "      17   2072     43   2269     17   2070     17   3057     26   2333\n",
      "     737     43   3511     17    401     26    557     10   1366     61]\n",
      " [     0      0      0      0      0      0      0   6531     33   4060\n",
      "   20858  74848      7    266   6878    182    155   4344     17   1171\n",
      "    1620     17   5689      4  15812   5525     43  19312  23286      4\n",
      "   19312   2197     17   2548  31484      4  31483    133   3889    485\n",
      "       2    336    535    138  23870      7     28    233   1249     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33   1167     18     13    272    772     43   1129]\n",
      " [     0   6531     33   2726     13   1795    155   1723    494     42\n",
      "       2   4509     18    916     43   1624  35431   8673     10    261\n",
      "     447   6531     17  21105   4472      4   6261    846    448   4234\n",
      "       4  43511    113   6531      4   1593     18     43    213    212\n",
      "      28   3826      4   1182      7     17 174640     86   3978     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   1437   7423\n",
      "     277 174707     26   6688   1002     18     17   9266    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   1097     17   6233     26   4062\n",
      "      17   2248   3477    138  10038     17  22312    379 174706     61]\n",
      " [     0      0   6531     33   1944     26   2843   7699     18     17\n",
      "   15751  15750      6   6531   3860     18   1620  46029   6531      7\n",
      "      36   6085   5737    155   1221    163    142  15352  42399     10\n",
      "      46     17    679     53    266  94640    155   6531  60738   9498\n",
      "    6531    470  39824      2   2468   1344    261    447    578     61]] | batch y:  [[  1   1   1  31  32   1   1   1  30   1   1   1   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1  69 147  70   1   1   1   1   1 102 103   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1  19   1   9   1   1   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1  19   1   9   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1  20  22   1  23   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   0   0   0   0   0   0   0]\n",
      " [ 18   1  17   1   1   1   1   1   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1  17   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1  18   1   1   0]\n",
      " [  1   1   9   1   1   1   1   1  19   1   1   1   1   1   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1  19   1   9   1   1   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1  10  11   1   1   1   1   1   9   1   1   0   0]]\n",
      "Epoch:  1 | Step:  27 | batch x:  [[     0      0      0      0   6531     33   4429    151      7   2774\n",
      "    1514  49248     26    962   1958    471    612    701     17   1958\n",
      "    2787   1170     28   1136     17   1292    258     43    535    138\n",
      "    3417   2841     13   3435   5641     43   1000   1974     18    984\n",
      "    1438     43  18940      4   2260    437      7    606   1940     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "      33  11875    483   2281      2  18232   3862    155    277   1097\n",
      "      26  19493     78  21012   1568     28   5607  40035     78    113]\n",
      " [     0      0      0      0   6531   6531     33    213    158    157\n",
      "      28   6862     46   1169   4551      7     17   6708  31102    959\n",
      "     447   6531     17 115506     47    277   2119    355    260   1233\n",
      "   88319      4   2030     18    138  42033    940    931    155    371\n",
      "     148     26   5235   1029    142  25357     47    160    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531   6531     33  39705   8630   4687      7      4    934\n",
      "      17    264   7720     26     17   5328     26   2048   1170     28\n",
      "      43     17    264   3161     26     17   9232  25474     26    877\n",
      "    4266    459    460    323    162    153     17    535   2768     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    147    149      7     13\n",
      "      12     17     27     26  14217   3662    503    189     26    359\n",
      "     917      4    233     10    542     18    438     17   9693      4\n",
      "  119888      7    225     17   3345     17    228    541   2898     61]\n",
      " [  5354    680     53     43   5076   5354    132     17  53859   5075\n",
      "      17  22647   1588  10249      6    901    340     17   3206    300\n",
      "    3460      4   3157   4176   6139    155    277    379   2843    118\n",
      "       7      6  10405   1054      7    138   3915    432     17   1807\n",
      "     452     17   9127    225      2    233    379   2281   1342     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33     54     53      4   1314     18\n",
      "      43   1693     17   3794     50  28992     17   6061     17   6060\n",
      "      26    932     28     10  15139   1341     17   4299   7143     18\n",
      "      26   2269  10045    193    192     18   1449    419    113     61]\n",
      " [  3278    182    155   3856   6531     17   2090   3115    155  70497\n",
      "   13499   3115  29224   6531      4   7969     43    226   5218    160\n",
      "     213   5217   3086   5216     28  29267      4   1182      7     17\n",
      "    7973    133   3889    447     17  64337      4     25   8220     43\n",
      "    2631    155   3955    272   8625     17 174602    142  33017     61]\n",
      " [    43    298   6932    182    155    231     18    142  10386      7\n",
      "    5305    338    155    917     17   1218    160   2768   1655      4\n",
      "      25  67386    887    155    885    493    546     17   2269      4\n",
      "   16554  14624   1544   4075   4331   4330      6    848   2259   3593\n",
      "   12594   6101   6449     18     50   1261    277    421      1     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0     33   1195     26 174699    142   3132     44      7     36\n",
      "     939  10080     43    451   1779     18    869   1562   4849    253]] | batch y:  [[ 1 18  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 10 33 33 11  1  9  1  1  1  1  1  1  1  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 20 21 22  1  1  1  1  1  1  1 47 48 49  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  17  1  1  1 18  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 10 33 11  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  9  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1  1  1 30  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 20 21 22  1  1  1  1\n",
      "   1  1 47 48 48 49  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  2 58 58  3  1  4  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  28 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   4569     17   4570     26     30\n",
      "       7      4  29221     18    138   1940      4   3428   3427   4331\n",
      "    4330     13    480   3414    155   3856    277  14208   3968     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33   5028     26   4841 174622   1287     18     28  67413  17491\n",
      "      13   1573    230    258    240  70779     18     26  13281    916\n",
      "     261    226    350    546     28     17  31452  15672      4   9761\n",
      "      18      4   2052      8  24870      7     10  96196    253     61]\n",
      " [     0      0      0      0      0      0      0      0   6531   6531\n",
      "      33   1096    297   7307    438     17   5658     17  41480    108\n",
      "      26   5709     53     26   5604  37954      7   1520     10   5669\n",
      "     160   7799     58      2    447     17   1348     17   8782   6504\n",
      "      26  10781      7      4   1224     18     17   9284  29519     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   6243      7    155    550\n",
      "     737     17  16378  11053  16915   6489    160   2072     36   9651\n",
      "    2834      7   5453    916     46     17 174618  77838     17  10643\n",
      "      18    142   1440  20239    438   1399    864      7    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    329     26  43278   6746\n",
      "   20907     18     50   2881   9247 174607      7     17 174606    754\n",
      "     706    353      4    233     17   8000   2419    160   2072     50\n",
      "     353      4    912     17   1631    272  41912   3055   8297     61]\n",
      " [     0      0   6531     33    772     13   9003  10378      7  33750\n",
      "       4  12772     18  18854     43   1129     13   4224    128  33192\n",
      "      17   1845    871     18    142    484  51931    448   9345  11136\n",
      "       7      4   2929   3799      4   2641      7  20438    182    155\n",
      "    3679   4841   2353     18     17   4376    151    128   2778     61]\n",
      " [     0      0      0   6531     33   2070     43   2072      6    127\n",
      "      17   2570   3431   5858      7    340     17    489   2597    823\n",
      "       4   3126   2576    151      7  26204   2594     18     17    699\n",
      "     128     26     17     43   1940      6   1000     18   2556   9510\n",
      "      10   6591     17   1033     18      4   1921      7    324     61]\n",
      " [     4  27146     43  23912     17  11143     17   3472     43     17\n",
      "     189     17    188    187      4 174645  19946     43     17  12717\n",
      "      17  13449     17   4221     17   2356     17    541    157      4\n",
      "  174645   4569     43   2392     17   3362     17    948     17  20312\n",
      "     605   5491     53      6   2448    737    277   8839  65661     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   3542  10374\n",
      "       4   3662    138    780     13   3512 174709   1535    296   1517\n",
      "       2    535    447   3376   1384   3375   1838     17    772  42131\n",
      "     155   3815    128  46112    193    192     18     36    857     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33     89\n",
      "      88     26    233    332   1301    421    671   1857     43   6796\n",
      "      17   3511     26    401     26   5309    225   4505   4055     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  2  3  1  4  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  1  1  1  1  1  1  1  4  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1 17  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1 17  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1  1 18  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  29 | batch x:  [[   162   5565    153  66767    183   6531    794     18      2   3581\n",
      "      17    447  96910    253   6531     17  24761  13134    123    589\n",
      "     421    183      2    683    611   6516      7     43   1082  28266\n",
      "    2758    123     13   6531  12548     10   6531 174591      7    589\n",
      "     462   6531    916    224     17  44588    160  24042   1151     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   4062     17\n",
      "     391   2903    138    932     28  10038   3539   3188    189     17\n",
      "   10833   3638      4     17   5639     17  13422    379 174701     61]\n",
      " [ 17444    521   2372   2133   2471     43     17    141     17  12588\n",
      "       4   2372   5870   1331     17    141     17   3833      4    529\n",
      "  126850  15009    521   2372  28598     17  10324     17    561   5028\n",
      "       4    529  18468   7157    521   2372   4621     17   2356     17\n",
      "     426    227      4   2372   1588   4886      4     54   9762     61]\n",
      " [    33   1033     18    984  40098   6829  31391     18    138  13135\n",
      "    6536      7    352     17    484     26    489      4  18775    160\n",
      "    1046   1838  12596   5476      7   7708     26   5626   6489    359\n",
      "    2606    622     17   6253    484    160   1047     18      4   1169\n",
      "     757  12288    123     17   5905      4   5904   5903    739     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531   6531     33   8930   1865      4  19864\n",
      "     744     18  82001     17   4868     78    757     18      4    135\n",
      "      20      7     17   1212      4   1211   1210     33   1209     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33  39349    355    984   2497   2774   4343\n",
      "    1590     26    298  24205    272  25492  42205    503     17   3094\n",
      "      18     26     36    351     36   2269     43    112     17   3511\n",
      "      26  34790    277  15487  11138    437      4  18191    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33   1129     43    772     43    379    694     43  13744   4232\n",
      "    7255    128      6    843    379    193    192     18   1021   1033\n",
      "   15088   2720     18      4  31021      7     36   5481    622    535\n",
      "     138    497     30  21615     18     17   4281   1434    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531   6531   6531     33   5947    142   8805   6531     18     36\n",
      "     802   5907     18  19680    155   1940   4789     17   4987      4\n",
      "    1168     43    654   3426    160   1940     17 131509  56315     13\n",
      "   11450     26    535   1186   4569      4   4832  14208   3968     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    1959    972     18   1547   2762      4   1095     18     26   3955\n",
      "     225   1940      2  34283   1163  52727     18   2127  14653  19504\n",
      "     272    901   1946      4  57689     18     17    421    286     61]\n",
      " [     0      0      0      0   6531   6531     33    529  16576    521\n",
      "    6531   2647  17930    157     18     43   9992 174725    113    448\n",
      "   11280    155    312   6531      4   1593     43   1566   1195     28\n",
      "    6057      4   1182      7     17  68353     85  26069    447   6531\n",
      "      17    151    449    277  10515  12474      4   2281    113     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1 18  1 17  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  2  3  1  4  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1\n",
      "   1  1  1  1 98 99  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 20 21 22  1  1  1  1  1  1 47 49  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  30 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   1721     43    264     17   2070    155    163   5103\n",
      "   47164      4   5995     26   3218   8714    160   1042    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33   2072\n",
      "      43   2269     26   2085    129   4176    916 170839    701     17\n",
      "     112     43   3094     26   1659     10  16338    934     17   2687\n",
      "   18303   3127      7    183   3052    359     18    447    578     61]\n",
      " [     7    671   1183     17   4949      4     17  13236  22999     17\n",
      "    2349      7    671   3576     17  29049      4   1051     17    409\n",
      "   60544  14746     17    878     43     17  13236  64488     17   2060\n",
      "       7    671    141     17    426  32422      4     17  13236   1740\n",
      "    8063   1393     17   4595     53      6   2448    277    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33  11922\n",
      "       7  23598     43 117213   7648  11081    151    394     25  12561\n",
      "      17   8890  11298    160   2501    113     17  64333  11243     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33   7430     26  24346     17   1710    155   5743\n",
      "      17   2072     43   2269     17   2070     17   3057     26   2333\n",
      "     737     43   3511     17    401     26    557     10   1366     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    493   6753     18    843    224      4\n",
      "    4891     17  42652  28481  14332   7859     18     43   4428   4427\n",
      "   20644    153     17   4082     18    155  10825    432    297   1162\n",
      "     438     17   2618   1940   1143   1974     50   1986  20798     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33  10032\n",
      "    2141     26     17  58082     26  16745     18    155   3332   4918\n",
      "    2294   2293      2   1471    142    812  16637      7     26   4613\n",
      "     432    916   9654   1449    234     18     10   1397    113     61]\n",
      " [     0      0      0   6531     33    654  15281    234    160   4643\n",
      "      17   4642   4641   6128   5494     18      4    407    277      2\n",
      "    1119      7     17  17951  44715  14332     18     26   1030   6489\n",
      "       7     43 174656      4   1304     18     17 174655   2584    447\n",
      "    6531     17   8220   8401     17  18680      7    277 174654     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33    426    425     43\n",
      "     350     26   2844     43   4473      4  13941   2135      7     13\n",
      "      17    460  60038 100835  86100      7    379   3001   1029   8681\n",
      "   19504   4236    160    541    158    157     17   1779   3885     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531   6531\n",
      "      33   6361     18    138   1809    884      7    142     17   2246\n",
      "      17   5854    155   2750   1162     17   1141   1162   1607     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1\n",
      "   1  1  1  1 18  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1 20 22  1 47 49  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1 19  1  1  1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  4  1  1  1  1  1  1  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 28 34 29  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1 10 11  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  31 | batch x:  [[     0      0      0      0      0   6531     33   6028   3470   2928\n",
      "       7  25557    155     17   6466   3450     26  26661    998     17\n",
      "    3454     17    777     18     50  23523    432    916     17 113670\n",
      "      43  19942    340     17  13249   1550    162    153    447   1556\n",
      "   30555 154571     18      4  15960   2842     18      4  12925     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   4686   2897     43    189     17\n",
      "      69      6   3908     17   7585    157    155   2556   6828    869\n",
      "    1829   1555    158    157     26   3027   5040    160    513     18\n",
      "     251     17  10631   9701  27419    123     17   6541    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33   7780     26   8167   1959  15244   1010   2157\n",
      "      28   3801      7     26   5456  29713   2672   4794  13950    113]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "     551     53   8051    155   1686     10     46   1114      7     36\n",
      "    1858    182   1430   9066    253   2176   6531     17   7788  21148\n",
      "     113   6531      4   1593     43    236   8360   8359     18     28\n",
      "   12165   2762   3421      4   1182      7     17  58525  58524     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33   7780\n",
      "      26   1372   2184   2183     28  10070   3807     43 174582     26\n",
      "    1368  16863      7    277     17   6641     17   7616    113     61]\n",
      " [  6531     33 141575      7     36   5105   1162     14    508     26\n",
      "   13655    297   2988      4  63851   2471     43   1857      4   9495\n",
      "    1641     17   4686   2897      4  56021   1641    589   2779    757\n",
      "      43  12931     33  12483     17  34331      6  12162    272   7240\n",
      "      18      4  19134      2  28133     43   4864   1359   2705     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33   4062\n",
      "      17   2048    171     17    189     17    188    187     26    932\n",
      "      28     17  10056  10055     17 173612  13497    379  96883    529\n",
      "     387     95    521    387   1838     17   8677   3524    755     61]\n",
      " [     0      0      0      0   6531     33    264     43   2070     17\n",
      "     112     17   2072     17   3094     17   3057     17    193    192\n",
      "      18   2156   3087   3101     18     43     17  13197     43   3591\n",
      "   12706     17   6905     17   2839     17  44661   1010  46154     17\n",
      "   22743   2156    298   2066    225  11255      2   7815    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    365   2897     17    364     26    690   4781    918\n",
      "    4505   1732     17   6159     26    497   9717     10    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33   1471   1033     26   1165   1826    160  11514\n",
      "     253      4   1164    142    141     26  14039     78     18 124993\n",
      "     155     17   1902   6109      4   4736     18     17 174567   2540\n",
      "    1810    429   6135   1234     18     17  10855   5143   2313     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1 19  1  1  9  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1 18  1  1  1 26 27  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 20 22  1  1  1  1  1  1  1  1  1 47 48 49  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 33 11  1  9  1  1  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11\n",
      "   1  9  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1 18  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1 28 29  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11\n",
      "   1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  32 | batch x:  [[  6531     33   1959    972     18     26    827  13723      6   1958\n",
      "       4   4559     18     26   3435  19661      4   4934     18     13\n",
      "      17   1959    972     18     26   1948    253    155  34441    744\n",
      "    3940    155   3064   1940    452   1980      7   1359   1860    917\n",
      "    1141   1047     18      2   7276    494   1016    525   3215     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "   38684     25  38402    155  24826  15281  13110     43    379   2269\n",
      "      26 174667      4    605 104761     18     43   2070   3450     26\n",
      "   14186      4 174666     18    589    379  11659    682    155   1502\n",
      "    4672   1051  15578  82666     17   4844  56980    471  23746     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531   6531     33   5963   5143     18    142   4676\n",
      "     737     17     69      4    757     17  22194   1024   1653     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   5102     17  91213   7704\n",
      "      17  24346     17  17025     17  12545    139    270   2366     17\n",
      "  174693     17  19616     27     17   6503   6524   3209   1875     61]\n",
      " [     0      0   6531     33    784    157     26   2755   3924     18\n",
      "     138   1438   6727    155   1159     18  23958     13   5137    737\n",
      "     459     17   2047   4744      7     17    331     17  40545 174647\n",
      "      43     17   4569     17  11450     26    557   1946      7     17\n",
      "      64     17 174646  17815  38160     17   1560    471   3958     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531   6531     33   5791\n",
      "    3995     53      4    419     18   3527    155   1723    261     43\n",
      "     379   2246     17  15106     26    277    932     53    379   1809\n",
      "     912    142    193    192     18     26    432    916    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "    6531     33   1015    261   6531     17  12723  59025     18    138\n",
      "   17163   1277    916    635    224     17   4233   7997     18     26\n",
      "     617      7    589    462    364   6531     17   6425     26  82815\n",
      "     142    365   2897   6445    234 174613   8414    253   1607     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33   7585    157     26    529 174595    521    178    525  74436\n",
      "   40718      4    407    940    272  22301  15619   4666     18      4\n",
      "    3775   3620     18     43   4666  33836     17 139327    113 113342\n",
      "       4  20816   7948     36    178    846 174594   2189 174593     61]\n",
      " [     0      0      0      0      0   6531   6531     33    421   1143\n",
      "   26204     10    421    589   3800    162   9033   1375     18   1143\n",
      "    2687    296      2    293      7   6531   3419     17    756     26\n",
      "   40802     43  14548     26   5005    225    224     17   5885   1008\n",
      "    4594   7143     17   2553     53      2   4100   4594    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    2988      4  63851   2471    739     43   1281      4  15213    555\n",
      "     739     17   1857      4   1856   1855     17   1168    757     18\n",
      "       6   1221    355     26    843    432    297   5237    113     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1\n",
      "   1  1  1 98 99  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1 18  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 31 32  1  1  1 30  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 28 29  1  1  1  1  1  1 19  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1 28 29  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  33 | batch x:  [[     0      0      0      0      0      0      0      0   6531   6531\n",
      "      33  89348     43   8972    155   1449  40635   5670 146995   5029\n",
      "  174553  53397    163      2   8257   9226     17   2246     17  18794\n",
      "      26    529 174552    521  46691  69614  63755  18793      4   5425\n",
      "      43 129719    123      4    679      7     17  48294   7408     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   6515     26    937    379\n",
      "   21268     13   2593    871    542   6688      7      4    968     18\n",
      "      17  17231     26    293  46993    234     18    277   1018    148\n",
      "      17  12214  17924      4   6690   2222     18    286  16484     61]\n",
      " [ 20606     17  23467    521   2070     43    529  32183     17  63572\n",
      "     521   2072      4   1943     18   1146   4431     43  10079     50\n",
      "   23433  27273   4997  20587     43   2340    391   2841     13    694\n",
      "      26   9709    128    297    622    628   2893    160    231    113\n",
      "     379 174628    448   2156    191    148  27273    151   3574     61]\n",
      " [ 41133      7    155     17   3455     17    529   6531 174689    113\n",
      "    6531    521   6531 174688   9576   6531     17   8415   8414     18\n",
      "    5484     17  15749   6109   8528    155   3385     26   2072    155\n",
      "     112     50   4165      2    605  12814   6135      7      4   1115\n",
      "       7     17  16599   2476     17   1408   2560     18    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33  17727   9102     43   1940     17   1974\n",
      "       4   5550     18    503    565     18    998     17   2262   5433\n",
      "   29943     18     28   1940     50   1974   8567   6297    113     61]\n",
      " [     0      0   6531     33   2175     27     26   2449     18   1669\n",
      "    7122     53     17    497    210  13556     53    266   4657     13\n",
      "    4555     17   5905      4    757     17   5904   5903    739     36\n",
      "    5465    459   3886    488    869   7626    225   1033     18   6649\n",
      "     952     18     17    495     26     30     29      7   1671     61]\n",
      " [     0      0      0      0      0   6531     33 117252     18    142\n",
      "    9037      7    421    183      2  28070      4    309     18     26\n",
      "   15233  12872      4    570      7   3955     43   2246    155  20659\n",
      "      46   4336   2551   2550    104     17   8198    680     53     43\n",
      "  174680  16602  57795    272   7247   2708    160  14628    253     61]\n",
      " [     0      0   6531     33    189     17  10833   3638     26    932\n",
      "      53     28  37027   2903    138  26952  20414     53      4    553\n",
      "      18    138    258    962     17 174660     43  43125     17 119767\n",
      "      17   6676   7564     36   3052   1359    142   1417  48064   3847\n",
      "    2292   5921     43    717    351      7     17 164676   4970     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33  67183    355   1712    297     69      4   8031\n",
      "    1024     33   1209     43    110      4  79911   3524   7535   1653\n",
      "      17   3576      4   1657   4956    166    740    739   1151     61]\n",
      " [     0      0      0      0   6531     33    932   6826     43   3915\n",
      "      17  37025  17436      7     13   1069    488     18      6   5137\n",
      "      10     46   4813   7094    123     17   7096   2471    297    155\n",
      "    1303   5627    713    277     17   4264      4   1125   1124     18\n",
      "      17   2105    555  22799    160   7094    142  12516   5527     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  9  1  1  1  1  1  1  1  1  1 19  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1 18  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32\n",
      "   1  1  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 54  1\n",
      "   1  1  1  1  1  1  1  1  1  1 53  1  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1 30  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  2  3  1  1  1  1  1  4  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  34 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    447   1030     18     17   2072     17  28052     26\n",
      "    3109    338  16883      2   5061  90546     18     17  28055     18\n",
      "       4    914   3053      7  10484    737    622   6209      1     61]\n",
      " [  6601   6600     17    654    160   1129     13   5947   6883    155\n",
      "     379    351     36   1940  15187     43    379  24447   1501     53\n",
      "   50629    225   1046    253      2    320    394     18    721   5245\n",
      "    1359   6830    155    234     18  12513    272    163   9602     46\n",
      "     757    233     43   5626    612     18     43  13856   2746     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0     33    365    788     43    772\n",
      "      50  11059 174630  10074    155   6947    160    972     18      4\n",
      "  174629  61817      7     26   1921   1141    421      2   9065     10\n",
      "    2449    484   2175     18    260   1128    844      4    823      1]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33  16839    647   7723    359     18    224     26   4343\n",
      "     702    272    822      2   8244      7     36    772     13   2744\n",
      "      18    138   1860   3755  24873    272    494    488     17   2515\n",
      "      43    141   1021   1020    439      4   1449      7   1671     61]\n",
      " [  1555   4266   3178   8328    113     17   1386    310      7      4\n",
      "    4819     18    142  23786    827    359   4817     10    261    503\n",
      "      17  10981     17   2069     26   3531    310  43175     18     26\n",
      "     962    225     17  13242     17  99898   1257     17     54    160\n",
      "   99898  13903  27940     26  35586   8179    160  99898  13903     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33    189     17\n",
      "     188    187      4     17  13140     17  27422    379 174697     61]\n",
      " [     0      0      0      0      0      0   6531     33   4858    155\n",
      "    7964    160 174741   2746     50  30101   5850    155  17675    296\n",
      "    1016   8119     18   1751  17857    253   1810     17    426  12122\n",
      "       4  14129  14128     43  12214      4  25143   3524   7799     17\n",
      "    5237    749    359     17    480    138   1529   1518    286     61]\n",
      " [     0      0   6531     33   5182    542   5775  10374  49415    160\n",
      "    4333     18      4    233     43    213    525   4686    788     28\n",
      "    3206  10254      4   1182      7     17   5376  29144   2176   6531\n",
      "      17  38076     43 148741      4   4031     18     36   5481     43\n",
      "   60236  56848    160   3613  50867  10372     43   3165   6260     61]\n",
      " [  1863      4   6531   2724     26   6531    449     10    261    438\n",
      "      17    193    192     18     26  11277      6  27910    155   1528\n",
      "    4748     43    662      4   8652     18    298  10404    524    155\n",
      "    1961     53   2996    261     17    617  14011    160  27910     17\n",
      "    8306      4   1304     20     43   1115    284      7    324     61]\n",
      " [    10     17  73995   3524  29937     56     18     17   3636   3563\n",
      "      17  13140      4   5115     18     28     17   3055   2903    962\n",
      "      17    523    163    869    320    323    162    153    142    158\n",
      "     157     17    108   9691     17    541    157     26  10974   5669\n",
      "    4666  23892   3725     46     17   4602  59462    379 174739     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9\n",
      "   1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  4  1  1  1\n",
      "   2  3]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 17  1 98 99  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  5  6  1  1  1  1  1  1  1  1  1  1  7  8  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1 10 11  1  9  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1 50 52  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 20 22\n",
      "   1  1  1  1  1  1  1 47 48 48 49  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1 28 29  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]]\n",
      "Epoch:  1 | Step:  35 | batch x:  [[     0      0      0   6531   6531     33   7116     18   6727    155\n",
      "    4324   4288   2304    823   1669   1026    182   1141    421  20333\n",
      "     459   1162   4218   7240     18   1514   5237     18     50  34441\n",
      "   36971    155   3689     17   1168    757     18     17   1857      4\n",
      "    1856   1855    739     43   5628    253      2    447   5626     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "     491    160  15249     17  16379      4   1241  47741     18    155\n",
      "   21365     53    138   1957     43    529    633  11297    387    266\n",
      "     521   6360 100729    633    391      4   8972      7    340     17\n",
      "    6761   5987    160   2445    253   1990    737  16378    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33    421   8528    155   4197     46   1735    524\n",
      "      43    484   8656   2796     18 112104    155   1751    138    379\n",
      "     772     43   1129    340    379   2675    160    484      4    940\n",
      "      13   2403   5998     43   3095   2063    155   3893    737    141]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33  28287   1141   2497    484     18     47  14051\n",
      "      18   5822    155    552     56   1502   1849   3076    950      4\n",
      "   18217   3524  12588     43   5905      4   5904   5903    944    757]\n",
      " [     0      0      0      0      0      0   6531     33   6605     18\n",
      "     142   1402      7     25   2148    449    225     46     43   1033\n",
      "      18      4   9537    160   1047     18      4   1169  26420      7\n",
      "     432    225     46   5016  15340      7     17   5905      4   5904\n",
      "    5903    739    277     38      2    142   4457  10065    113     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "    4544     10   3435      2    941     18    138   1940      4  11437\n",
      "   11436      4   5906     18    142    162     17  15253  11751     17\n",
      "   17022    163     43  15248   2746      4   6113    142    717   4498\n",
      "    1506     10     30     18     17    149    419     17   2677     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    264     17  10806     26   1272    359\n",
      "      28   2713 174721  21948      4  38110    255   3613   2794    394\n",
      "      17   3278    706     10    534 129744     18     36   3514     61]\n",
      " [     0      0   6531     33   6981     26  59259 142498     43    671\n",
      "    1747  19197  14936     18     26  67283  10988    671   2248  38327\n",
      "     160   2072     26  21102  64466    671    846   9979    160   2070\n",
      "      26   4170  15183    448   1640    419    699    234  52683  10533\n",
      "     709     17    694    286    379 135216  15175   7196  15174     61]\n",
      " [   155  33258   2033     50   2294   4097      4   4732   2864      7\n",
      "      17   2827   1397    151      7     17   1065      4  43384     18\n",
      "      13   1517   8656  11227   2398   7413   9033     18      4  25382\n",
      "     516     18  15366   3704    272    453     36     17   1354   4192\n",
      "       4   3661      7     26   5812    338    277   1047    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33  21152   5218     43  75536     17   3140    589   6730\n",
      "     142   5309   5696   2773  18923     36     17   2551   2550   1995\n",
      "     142   4087  15969    160   1040    788      4    233   1667    225\n",
      "      17   2246     17  13283    379 174665   2189  30033  15932     61]] | batch y:  [[ 1  1  1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  2  3  1  4  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19\n",
      "   1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1\n",
      "   1  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  36 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33   2251 174700      4    213     18    449\n",
      "      17     69     17   8929     26   1566  67937    277    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33   5108   9563    138    466  66328    155\n",
      "     965     26   4778      4    309      7  12313    155  29403     17\n",
      "     551     26    587   5812     46   1533     18      4  15526     18\n",
      "    4770    535    138    966      4 106854  46130   4331   4330     61]\n",
      " [     0      0      0      0   6531     33   1948   1839     17   1962\n",
      "    1946     18      4    654     18     13   3414     43     17   3512\n",
      "     744     43   1515  10802    155   4832  14208   3968     13   3414\n",
      "     622    261    503     17   4569     17  11450    155   4640      6\n",
      "     480    482   1840    315     53   2618    622   3376    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33   1127   1126     17\n",
      "    1125   1124     20    160    196  27758    142   1133    192     18\n",
      "       6   4590    706    277   1129     17   5305    160  27502     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    772   3450     26     17  10004     28\n",
      "     549    277   1517      2   1309    551   3079     18    138    772\n",
      "     155    524   2556   4098    155   1517      4   3376   1384   3375\n",
      "    1838   2982    432    225   1046   1838     17    320   1475     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0     33   4728   2558    160     33\n",
      "    4820     18     43    908     26  13862  27703     18    298  17114\n",
      "     266    265   1560   2628   5172     18    240   2558     26    183\n",
      "     459  17646   2787    224     26   5257    419    233    485   5411]\n",
      " [     0      0      0      0      0      0   6531     33   2218  10145\n",
      "     142  12177  10485     43  12385  29170      4   6732   4225     17\n",
      "    1621    471   1620     17   7054    622   3087    471    155   5005\n",
      "     152      4  45057    123      2   3085    225     17   4381     26\n",
      "    4184   5930      4    135     43   5425     17  39271   2197     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33  49255   2371     18     43   9219  36480 174718\n",
      "      18     26  12309    876    225   4505     43    497   6669   2787\n",
      "      26   8567    277   4264      4 174717  26606  54974  26014    113]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "     329     26  13803 135420  13801     50   3827 174678   2244 174677\n",
      "      17    726     17   1269    249    138    329     26    312     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531   6531     33   5655  26789     18\n",
      "      28    298  14901     17    401     17 174575     50   5090      7\n",
      "      17  47004  19716    447   6531     17   8401    160    781     61]] | batch y:  [[ 1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1 17  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  4  1  1  1  1  1  2  3  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1 17  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10\n",
      "  11  1  9  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  2  3  1  4  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  9  1  1  1  1  1  1  1  1  1  1  1 10 33 11  1  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  37 | batch x:  [[     0      0   6531     33   2072     17  29920     26   5802   6519\n",
      "    8476     18      4  22163   1744     43   5040     18  15037    261\n",
      "     260  44643     18   1143   8831    234     46     17 102214    253\n",
      "     142   3284  15600      7    277     17    480    138   7421   5660\n",
      "      18     28   9806    224     17  22562    148    686      1     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33    189     17\n",
      "     228  62955  26808     26    932     53     28     17   1269   3477\n",
      "    6787  26868      4    962     17   8147  10947     43   4757   5723\n",
      "     142  24695     43    289   6633     17 174644   3524    555     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    350   5882     17    541\n",
      "     178   6212     17 117924 115263  25259   6290 117923  21117     61]\n",
      " [   405   2725    155    753    148  12452     43   1756    270     26\n",
      "    1301   1452     10   2374     26    494   8659   8658     43   1756\n",
      "       4  16699     18     26  27240   7472  26713  65593      7      2\n",
      "     552    447    494   1022     17    953   2982      7   2037   1560\n",
      "    2888   1452      4   1049     18      2   1750      7    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0     33    149    419\n",
      "     196   3450     26   6591    508   1033    160   1940   3081    578]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33   5550    355    984\n",
      "   10242    297     46  10268    509    633    359   2797     18    266\n",
      "   33063    272   1129     43   4569    701     17    772     43   1129\n",
      "      50   4671   2125     18   1143  13994   5537     43  65609     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   1978   2124\n",
      "     592   1513     18   1620    272  36620   1556  20569     43     17\n",
      "  157890  80666    272   6207   1556     17  28386    589  13188   3493\n",
      "      26   1758     17    264      4  24879   8042  18581    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0     33\n",
      "    4381      4    213     18      4   3808      4  32152     18     28\n",
      "    9802      4   1182   1376    123     10     43   4381     26   1372\n",
      "    1371   1370     28   1346     46  14503      7     10     54   1342]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "      33  22025     18    142    381     26   2495  31852     18    138\n",
      "    1903   9143      7     36    298   8158   2050      7    916    635]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0     33    329     26  63769   7168  29742\n",
      "      18     28    567   2519     18     28   1556     18     43   5108\n",
      "    1021  12623  28568    123    240    753    419    760   3488     18\n",
      "       4  10170     18    155   1409     10   2762      4    953    113]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1 10 33 11  1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 10 33 11  1 28 29  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  10 11]\n",
      " [ 1  1 17  1  1  1  1  1  1 18  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  9  1  1  1  1  1  1 19  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 10 33 11  1  9  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 10 33 11  1  9  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  38 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33   1013      7     36  14160   1010  39657  11229\n",
      "       4    131    158    157     18    843    225     17    908     26\n",
      "   72709   1010  29020      4   2357     17  11678   2917   5652     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   1940      4   1959     18      4\n",
      "    1908     18     17     16   4421     43   4364    253    155     17\n",
      "    5217   4533     18      4    135     20     18     17  45700   3723\n",
      "    3033     50  12211   5177    160   4408    253    266  57967     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33  29886  44045    182   1738   1507    365    788\n",
      "      43    772     50   1851     18    671  26157    277  11173    113]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    189     17   6751      4     17 130654\n",
      "    2508     17     54     53      6   2448    737    277    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   5042      4 174589  16600     17\n",
      "   16107     43     17   2072     17    329      4 174589  43335     43\n",
      "      17  92475     17   5042      4 174589   7637     17    360     43\n",
      "      17   5807     17   4595     53      6   2448    277    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33  18613     26  19088    277    224      4    143     17   2641\n",
      "     355      4   1720   6849    155    379   2072   2141     26  20194\n",
      "      26  40410     18     43    329      4   6933  91619     26   3776\n",
      "      18    379  21519    151  16698    549    338    272   1722     61]\n",
      " [     0      0      0      0      0      0   6531     33    329      4\n",
      "       2    162   2720   7307   2787     10    149    419    129   2842\n",
      "    2834     18      4   2085    160    892    701     17   2072     26\n",
      "    6658   1546    338    272     17   8425     18     26    717    459\n",
      "    1798   2475   1797     36     17    160     33  75764   2663     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33    189     17    188    187     17\n",
      "     186     18      6    184    155   1095     53     26    180     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531   6531     33    131     53    904\n",
      "     155  12384   3086    940  18242    225    493     18    503     17\n",
      "    1129     17   1157     26   4471     26   3615  37055    253     61]\n",
      " [     0      0      0      0      0   6531     33    241    148   2555\n",
      "    6531     17   6020  38259      4  30070     43  33900    113    448\n",
      "   11789  30434   6531      4     17 174738   1240     13     17   8890\n",
      "      18    277     17    213   4716     28  13622      7     17  21239\n",
      "    1383  13730 174737    448   5126   5125   5124   5123   2189     61]] | batch y:  [[ 1  1  1  1  1  1  1 10 33 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 20 22  1  1  1  1  1 47 48 49  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 17  1 98 99  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  19  1  9  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1 18\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 20 21 22  1  1  1  1 47 49  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  1 | Step:  39 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33  11162      4   2096    611      7     43  14636      4\n",
      "     617     18      4   1943   1277     17   2269   2573     26   1474\n",
      "    2494      7     17  82666     13   1408     18    277   8640     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    447    231     18     17   2269    155    276    391\n",
      "      43   3094    155    931    622    276   2048     17  75917     18\n",
      "       4    276   9044    297   3835    622    112     43   2072     17\n",
      "    5061  68417      7     17 134288  70934  37481     18   1475     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33  12877      4   1848    648\n",
      "     155   5196    123   1534     17  12815     18     26     10  13670\n",
      "    2548  65416   2553   6581    672  18403  13787     18     17    112\n",
      "      17  10776     26    753    148     30     29      7   1671     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    426    425    138   8265\n",
      "     889     28   7280      7     13   2615     43    178   6212     26\n",
      "    3862    622    482  27377    546     17  12883  43827     18    142\n",
      "   31065    155   5562     18    684    298    914    647    596     61]\n",
      " [     0      0      0      0      0   6531     33   1944     26    480\n",
      "     962     17   4236   4232   7697   5830      7     13  23372   1238\n",
      "     701   1086    471   1029    162    491    160   1940     36    617\n",
      "      18   3040     43   2773    155    153    455   2443    394   2797\n",
      "     142   1944      4   1304     36     46     17  46689   7517     61]] | batch y:  [[ 1  1  1  1  1  1 17  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1 10 11  1 28 29  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  9  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1  0  0  0\n",
      "   0  0]]\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Epoch:  2 | Step:  0 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    264     26 174579  14135    824     18      4    823\n",
      "     138   3676   1171   1434     43    894    148    155    932    277\n",
      "     224     17    309   5328     26  23431     28   1599   1763   1314\n",
      "      18     17  13187    118    419     18     17   1487    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0     33   1195     26 174699    142   3132     44      7     36\n",
      "     939  10080     43    451   1779     18    869   1562   4849    253]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    213    158    157     28\n",
      "    9220   4456   1352      7     17   4663   7535    447   6531     17\n",
      "   11173      4    856   6144     18    138    432    938   1815     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33   5108   9563    138    466  66328    155\n",
      "     965     26   4778      4    309      7  12313    155  29403     17\n",
      "     551     26    587   5812     46   1533     18      4  15526     18\n",
      "    4770    535    138    966      4 106854  46130   4331   4330     61]\n",
      " [  3278    182    155   3856   6531     17   2090   3115    155  70497\n",
      "   13499   3115  29224   6531      4   7969     43    226   5218    160\n",
      "     213   5217   3086   5216     28  29267      4   1182      7     17\n",
      "    7973    133   3889    447     17  64337      4     25   8220     43\n",
      "    2631    155   3955    272   8625     17 174602    142  33017     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33  67177     17\n",
      "   29569      4    491     18     26   1372 174545     28  12270     43\n",
      "   17650    432    916    460   1966  22837    162    153     17   1317\n",
      "    1669      2    447  11792   3315  11791    440   2960    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531   6531     33\n",
      "     149    148    642   5699   1148    163    454     46     17   6061\n",
      "      17  46777     50  16272      7     17  74632   9073    447   6531\n",
      "      17    483   1291     18    940   6190   1277    160   1366     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0   6531\n",
      "      33   3761    138  28296   2834   5580    123  12611    224     17\n",
      "    2075   2475      4    213     18     28    968  36388     18      4\n",
      "     220     17  56793   8496    155   9797    142   1823    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33  12877      4   1848    648\n",
      "     155   5196    123   1534     17  12815     18     26     10  13670\n",
      "    2548  65416   2553   6581    672  18403  13787     18     17    112\n",
      "      17  10776     26    753    148     30     29      7   1671     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   2072     17    329     26   4062     17   2366     27\n",
      "     962  23269      4   7254     17   1588  12736    379 174636     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 20 22  1  1  1  1  1  1 47 48 49\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1 17  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 20 21 22  1  1  1  1\n",
      "   1  1 47 48 48 49  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1 25  1 24  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1  1  1 30  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 20 22  1  1  1  1  1  1  1  1 47 48 48 49  1  1  1  1\n",
      "   1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  1 | batch x:  [[    17   2549  27210     18      4  28468   3723   3889     43    671\n",
      "     115 131940     18     26   2517   4365    471     18     17   2221\n",
      "    1010   7309  31480  31481      4  13959  19090    671  18702 131940\n",
      "    2512   1219    387    160    170   4365    155   3283    224     17\n",
      "    2549   2895   1281     18      4  12819   2471    485  24928     61]\n",
      " [ 13031     26   2930     43   2415     18      6  15749   6119     46\n",
      "   13032      4  34234     18    266   1324      7   1773    529 174566\n",
      "  174565  77562    521  96992   1338   8412   8921 174564      7    266\n",
      "     277     17 174563  81690     43  65147 174562 146268     18     50\n",
      "    6424   6705   7413      7   6531     17  26638  79756   6531     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33   5028     26   4841 174622   1287     18     28  67413  17491\n",
      "      13   1573    230    258    240  70779     18     26  13281    916\n",
      "     261    226    350    546     28     17  31452  15672      4   9761\n",
      "      18      4   2052      8  24870      7     10  96196    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33   5834  19007     17  10806     50   3854    712   4879    155\n",
      "    3582   4902     13     75     56     26    193    192     18    155\n",
      "     169   3862    622    421   2176     17    264     26   5955   3497\n",
      "    2516     18     17  15122  16995    379 118705  83243  63986     61]\n",
      " [ 32889     17   6233     26  18869  18868     43    671    908     26\n",
      "   58620    671   1195     26 106860     43 174713    671   1348     17\n",
      "    2173  37781     26  37780  10757     28   5450  13950    671    541\n",
      "     158    157     26 174712     43 161741  25564     17   5450  13950\n",
      "      28   7740    277  78706      4   9136    190    379 174711     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   1097     17   6233     26   4062\n",
      "      17   2248   3477    138  10038     17  22312    379 174706     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   1352    488      4  27189     18  19417    225  17857\n",
      "     253    224     26   1291     18    266  16932    937    459     17\n",
      "    4619     20   1051     17   1683      4    947     17   1685   1684\n",
      "      43     17    426  12122      4    947     17  14129  14128     61]\n",
      " [  6531     33   4868     78    757     18      4    135     20      7\n",
      "      17   1212      4   1211   1210     33   1209     43    671   4803\n",
      "   10011     78     18      4    135   2116     17   2309      4  75598\n",
      "   17699     33   1209    671   4803  10011    757     18      4    135\n",
      "      17   5099      4  75363  21525     33   1209    485   1815     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33  78771  32573     18      4   2400  22609     18  45260\n",
      "    4870   1135   7315     78      7      4    152     18     43   1185\n",
      "       4   1184   5099     18      4    654     17 156903   3656    133\n",
      "     447   6531     17   2951   4201   2550      7    160    781     61]\n",
      " [    17   1502   8644     36    937     17  30613   1051    142   3842\n",
      "  174574    123     43     17   3493  89793   5073    142  26153      7\n",
      "     715   3940    296      2   5240 142452     18     43     17   1033\n",
      "      18    240    715     43    112      4  33625  21150  28290     17\n",
      "   14687     18     13     17   4077     17   1325   2306    253     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 20 21 22  1  1 47\n",
      "  49  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 19]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 31 32  1  1  1 50 52  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1 30  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 20 21 22  1  1  1  1 47 48 48 49  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1 17  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]]\n",
      "Epoch:  2 | Step:  2 | batch x:  [[     0      0      0      0   6531     33    932   6826     43   3915\n",
      "      17  37025  17436      7     13   1069    488     18      6   5137\n",
      "      10     46   4813   7094    123     17   7096   2471    297    155\n",
      "    1303   5627    713    277     17   4264      4   1125   1124     18\n",
      "      17   2105    555  22799    160   7094    142  12516   5527     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   1474  11476    160   2070     26\n",
      "  124024     43  44138      4   1968     18   1021    392    612    138\n",
      "     384   7115  21556      7     17 174631  42152     17    932   1640\n",
      "    1070    233   7281     43   3642   4505    916    358    113     61]\n",
      " [    17   3808      4   1566  24673   8642     18     28   1182   3807\n",
      "    1376    123     10    261   2633      7    671   2246     17  16175\n",
      "      26    226   5218    251    639    261    260     17   9177  38421\n",
      "      28    158    157      4    213    525     18     50   5455   5218\n",
      "       7    297    155   2633      7    485   5167   6112    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33  22202   3123    488   1434      4   1735\n",
      "   23674   8680     53      4  18867    823     17    329     26   1352\n",
      "    5457     43   2072     26    298    559  47731    253   6611     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33  13924    712   8113     18      4   8724    160   2538      4\n",
      "     236   1683     18      6    149     18      4  11565   2612     18\n",
      "    1338     10     17   2501    158    157    113    142  11565   4219\n",
      "       7     17   7096  12200    379 174661  39458   2331  41682     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531   6531     33  15112     18\n",
      "     138   9280     43  11565      7     17 174643  34699   3091    447\n",
      "    6531     17   8304  10374      7     26   6510   9957    503    270\n",
      "     315     18     26   2125   2674    917     18    277    772     61]\n",
      " [ 17444    521   2372   2133   2471     43     17    141     17  12588\n",
      "       4   2372   5870   1331     17    141     17   3833      4    529\n",
      "  126850  15009    521   2372  28598     17  10324     17    561   5028\n",
      "       4    529  18468   7157    521   2372   4621     17   2356     17\n",
      "     426    227      4   2372   1588   4886      4     54   9762     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "   38684     25  38402    155  24826  15281  13110     43    379   2269\n",
      "      26 174667      4    605 104761     18     43   2070   3450     26\n",
      "   14186      4 174666     18    589    379  11659    682    155   1502\n",
      "    4672   1051  15578  82666     17   4844  56980    471  23746     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33    309\n",
      "      18      4  32403     43   7767     17  11713     18    138   9262\n",
      "     160   1908     18   4365    155   1212      4   1211   1210     33\n",
      "    1209      6   6781     10    261     17   6824   4782   3368     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531   6531     33  70882\n",
      "     253     43    671   1785     18    155    151  12251    737    277\n",
      "      46    264      4   2226      7     17 150609 150608    671   3370\n",
      "    1282   9247      7     17  22315  12717    272  41596    113     61]] | batch y:  [[ 1  1  1  1  1  1  1  2  3  1  1  1  1  1  4  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1 19  1  9  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1 18  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 20 22  1  1  1  1  1 47 48 48 49  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 19  1  1  1  1  1  1  1 28 29  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1 18  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 31 32  1  1  1  1  1  1  1  1  1  1  1  1 30  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  3 | batch x:  [[     0      0      0   6531   6531     33   7116     18   6727    155\n",
      "    4324   4288   2304    823   1669   1026    182   1141    421  20333\n",
      "     459   1162   4218   7240     18   1514   5237     18     50  34441\n",
      "   36971    155   3689     17   1168    757     18     17   1857      4\n",
      "    1856   1855    739     43   5628    253      2    447   5626     61]\n",
      " [     0      0      0      0   6531     33    320    884   1664     18\n",
      "       4   9347   7933     18   2774     17    633   7205    387    162\n",
      "     153    277   1603     29  38373    160   2501    113      2     17\n",
      "    2221   7973    141     18      4    135     17   5238   1655    476\n",
      "       6 174692   1072     18   4361    585   4084   2501    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "    6531     33   1015    261   6531     17  12723  59025     18    138\n",
      "   17163   1277    916    635    224     17   4233   7997     18     26\n",
      "     617      7    589    462    364   6531     17   6425     26  82815\n",
      "     142    365   2897   6445    234 174613   8414    253   1607     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    712  11129     50  10334\n",
      "    3547   2222  11129     18   5453    297    155   2125     18     26\n",
      "    6688   7990    234     18    277     17    293 174619    151    160\n",
      "    4898  10977  12214     18     17  17231     28  19106  26863     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33  76543   4489   4217\n",
      "    9674     18      4    289   2805     17   8287   2471    447   6531\n",
      "      17  10518    450    142   8139   1508    277   4584    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "   30679    387    155   2048    387    671 147890     17  37573     92\n",
      "   17320     90     17   3290     17   3727     17    140     87   2248\n",
      "      17     87    222  12672    784    157     17   6986   1671     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    447   1030     18     17   2072     17  28052     26\n",
      "    3109    338  16883      2   5061  90546     18     17  28055     18\n",
      "       4    914   3053      7  10484    737    622   6209      1     61]\n",
      " [     0      0      0      0      0      0      0   6531   6531     33\n",
      "    4447   8724  16075   9885    160   4968    142   4217      4    654\n",
      "    2116   1282     17   2747   7535    447   6531     17   2206    622\n",
      "    2018     18    153     18     17      2    589   2030      7   2497\n",
      "    1732  62485   5622    453   2204     18      2   2631   3489     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    350   5882     17    541\n",
      "     178   6212     17 117924 115263  25259   6290 117923  21117     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   1659    277   1012   3079     26   5143     17    551\n",
      "       4   8088    356    128   4652     43    305   3079    160    772\n",
      "     266   1521   1474      7     17    270    315     18    286     61]] | batch y:  [[ 1  1  1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 20 21 22  1  1  1  1 47 48 49  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 28 29  1  1  1  1  1  1 19  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 19  1  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 20 22  1  1  1  1  1  1  1  1 23  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 10 33 33 33 11  1  1  1  1  1  9  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9\n",
      "   1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 20 22  1  1  1  1  1  1  1 23  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 10 33 11  1 28 29  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1 98 99  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  4 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "     189     17    188    187     26  37027   3477     17    480    962\n",
      "   20316     17    529     55    521   1655  10149    379 174659     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   5102     17  91213   7704\n",
      "      17  24346     17  17025     17  12545    139    270   2366     17\n",
      "  174693     17  19616     27     17   6503   6524   3209   1875     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33  41731     92   7198     90\n",
      "      17    428     17    426    851     17    140  16153    972     43\n",
      "     344  28816     17   9778    158    157    592     17  96304 174592\n",
      "    9011   2189    448  21114 164777  10122 104387  29615   5187     61]\n",
      " [     0      0   6531     33   2072     17  29920     26   5802   6519\n",
      "    8476     18      4  22163   1744     43   5040     18  15037    261\n",
      "     260  44643     18   1143   8831    234     46     17 102214    253\n",
      "     142   3284  15600      7    277     17    480    138   7421   5660\n",
      "      18     28   9806    224     17  22562    148    686      1     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   2072     43   3094     17   2246     17   2070     17\n",
      "    2269     26   8831    261   1795  17335     18  17772    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    4924      4   6340    128   1960  29139    780    701    772    508\n",
      "    7866   1515    128  20933   1507     17   6641   4667    138     17\n",
      "    2130     17  12906     28    292    261     17    972    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33  16839    647   7723    359     18    224     26   4343\n",
      "     702    272    822      2   8244      7     36    772     13   2744\n",
      "      18    138   1860   3755  24873    272    494    488     17   2515\n",
      "      43    141   1021   1020    439      4   1449      7   1671     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "     518  32413    394     13  19218   9247    448  11926   3766    123\n",
      "     843   1277    225     17   2072     17 108950     26     17 174668\n",
      "      28   3476  32610     18     17   3454     17 174668  71792     61]\n",
      " [     0      0      0      0      0   6531   6531     33   2903     26\n",
      "    4234    155    210      7    721  19134    160   5437    253     13\n",
      "    3414    155    449  55562    253      6   1045      7    155    304\n",
      "      17    447   2747   2746   6531     17   7559   3455     18   1034\n",
      "    2726     26  11011     18      2   5559   1758    942    635     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33    973\n",
      "     972    160    908    138    200   2717  10277      7    155    922\n",
      "     459   1556     18     17    103    409    138     17   2231     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 33 11  1  1  1  1  1  1  1\n",
      "   1 28 29  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  9  1 10 11  1  1  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  5 | batch x:  [[     0      0   6531     33   1944     26   2843   7699     18     17\n",
      "   15751  15750      6   6531   3860     18   1620  46029   6531      7\n",
      "      36   6085   5737    155   1221    163    142  15352  42399     10\n",
      "      46     17    679     53    266  94640    155   6531  60738   9498\n",
      "    6531    470  39824      2   2468   1344    261    447    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33    189     17\n",
      "     228  62955  26808     26    932     53     28     17   1269   3477\n",
      "    6787  26868      4    962     17   8147  10947     43   4757   5723\n",
      "     142  24695     43    289   6633     17 174644   3524    555     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0     33    365    788     43    772\n",
      "      50  11059 174630  10074    155   6947    160    972     18      4\n",
      "  174629  61817      7     26   1921   1141    421      2   9065     10\n",
      "    2449    484   2175     18    260   1128    844      4    823      1]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33   1255     27    117     17  16293     17   1870   3976  16294\n",
      "   13768     17   1566  16294     17     87  30621     17  13494  26355\n",
      "      43  43780   6531     17 127623     43  29609     18     26 107650\n",
      "    8782     18     50 174599    448  34132 174598  55724    533     61]\n",
      " [    33    682  42784     18    142   8533  67011 174590  10285      4\n",
      "    6819      7   3451     17  29362  71592  16030      7     26   2714\n",
      "    1381    160   6206    253      4   3432   3245      7  10464    155\n",
      "    3413    183    225     17    241    419   2943     88      4    891\n",
      "     228    788     18     26    332    224     17   2843    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33   1013      7     36  14160   1010  39657  11229\n",
      "       4    131    158    157     18    843    225     17    908     26\n",
      "   72709   1010  29020      4   2357     17  11678   2917   5652     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33 174577   8558    155    127    225   4205   1958    224   6253\n",
      "       7    379   1959    972     18     43   1974     17   1940   1620\n",
      "    3359     43    460      4    800     18  22689   4434     17   1974\n",
      "   20569   2575    225     17   5666   2762   7664     17   1940     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33  20513     17  14619\n",
      "     449    438     17    937    379   2269      4  23106  14554     18\n",
      "    8935    529 174676    671  21129     17 174675    521 174674    448\n",
      "     819     18    266    583   7461    649   9146     17   4210     61]\n",
      " [     0      0      0      0      0      0      0      0   6531   6531\n",
      "      33   2963      7     26    447     17   1168    757   1849     18\n",
      "      17   1857      4   1856   1855    739   6531     17   8381    744\n",
      "     142   6360   3663   3984      4   2030     18    138   5396    277\n",
      "    2030   1029    138   5396   1807   1633   2864    824    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33    437     47  15909    649     43     17   1631     47  11534\n",
      "      17    553     18     26    918     28   4538   3568      7      4\n",
      "    1501     18     28     10    635     43     17    336     28  62799\n",
      "     155   2072     50   1831     17    126  50439     10    635     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  1  1  1  1  9  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1 10 33 11  1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 17  1 98 99  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1 10 11  1  1  1  1  1  1  9  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 10 11  1  1 28 29  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1 10 33 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1 98 99  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  18  1  1  1  1  1  1  1 17  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 18  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  6 | batch x:  [[   862      2   5169    155   5952    155  17452  20406    162    153\n",
      "   24127    225    497   3847    138   1785   8293   2033     18     26\n",
      "   50630   2475      6   7977    546    264     50   1090   1324  19171\n",
      "       7     17    172     17  75734 174664      4   1086 162732  10717\n",
      "      18    277  56442   9716    148      4    968     18   1671     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   1892   2573    160    908\n",
      "      26   2739   3638    138    235  15224      4    764   1776   7554\n",
      "       7     17    398   3638     28   5858    277   3027    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   9402   4462\n",
      "      36    351     36     17   5142 174652     43   3822   3663     17\n",
      "   18058    493     50   2773    155    311     18   7479     17    242\n",
      "    7675     26    131   2988    128    225    224     17 174651     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33     69     17  13345     26    460  41003     61]\n",
      " [  6531     33   1959    972     18     26    827  13723      6   1958\n",
      "       4   4559     18     26   3435  19661      4   4934     18     13\n",
      "      17   1959    972     18     26   1948    253    155  34441    744\n",
      "    3940    155   3064   1940    452   1980      7   1359   1860    917\n",
      "    1141   1047     18      2   7276    494   1016    525   3215     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0   6531\n",
      "      33   1093    182    155   4298   1515    798    160    822     17\n",
      "     264   2573     26    309   5328   8042     26    497      1     61]\n",
      " [  6531     33   2629  11463    153      7  15765    297     17   2269\n",
      "      43   2070     17   3094    340     17   3087      4   2260      7\n",
      "    1301    438     17  35695     18    984   1218    421   3543   3177\n",
      "      13    492  22316   3862    449   1141    421   2966     26   2553\n",
      "     432    225   4233   3431     18     17   1664     18    286     61]\n",
      " [ 10875     18     26   2644   1162    260   1795     50   3745     17\n",
      "     226    142   4765    353   2935     17   1646    155   2511     17\n",
      "    5249    359     43   5994    359     53    155   7740    153    277\n",
      "      17  60858  58831   1042     18     17   4595     53     13     17\n",
      "     229     17   6233     26   3615     46     17  95819    253     61]\n",
      " [     7    671   1183     17   4949      4     17  13236  22999     17\n",
      "    2349      7    671   3576     17  29049      4   1051     17    409\n",
      "   60544  14746     17    878     43     17  13236  64488     17   2060\n",
      "       7    671    141     17    426  32422      4     17  13236   1740\n",
      "    8063   1393     17   4595     53      6   2448    277    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    1737     18    142  56219      7  26774   1344     43     17    365\n",
      "    2897     17    364     26    863    876    872   9645     18    865\n",
      "     193    192     18   3283     17   2739    142   6390  36281     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  1  1  1  1  1  1  1\n",
      "   4  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 26 27  1 18  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  9  1  1 10 11  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 19  1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1\n",
      "   1  1  1 98 99  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1 53  1  1  1 54  1  1  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1 30  1  1  1  1  1  1  1  1  1 31 32  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 98 99  1  1  1\n",
      "   1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  7 | batch x:  [[     0      0      0      0      0      0      0      0   6531     33\n",
      "    5245    353   5620    182    622   1540   7812      4  15668    754\n",
      "     671  15512  23303     43    108     17    525      4   6984    488\n",
      "      18      6   2498   5260      7    142     17  34576     17    541\n",
      "    5653     26    552   7904    272   8025   3488    749    113     61]\n",
      " [  1555   4266   3178   8328    113     17   1386    310      7      4\n",
      "    4819     18    142  23786    827    359   4817     10    261    503\n",
      "      17  10981     17   2069     26   3531    310  43175     18     26\n",
      "     962    225     17  13242     17  99898   1257     17     54    160\n",
      "   99898  13903  27940     26  35586   8179    160  99898  13903     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531   6531     33   8930   1865      4  19864\n",
      "     744     18  82001     17   4868     78    757     18      4    135\n",
      "      20      7     17   1212      4   1211   1210     33   1209     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   1712    182    155   8566      7    138     17   4305\n",
      "      17  29192     26   1876    182    622    169   3318    846     61]\n",
      " [  8481     50    277     46     17  60162 121471  33115   6987    379\n",
      "  158579    272   4310   3351     53      4    940     17   4815    788\n",
      "      50     17 128895   9522     43   9156     43     17    529  61816\n",
      "    6311     18      4    338    521  76574    921   5023   3590     18\n",
      "     589     17   1512     50   4310   2066    225  17444   1426     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33 174554     26  26129    798     10    822     17  13415\n",
      "    2396    142     17   2082   3809   5008    296   1162   1151     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531   6531     33   5655  26789     18\n",
      "      28    298  14901     17    401     17 174575     50   5090      7\n",
      "      17  47004  19716    447   6531     17   8401    160    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33    149    419    633   6944    387    183     17\n",
      "    1551   1831      4   1604     18     26    277    224     17   2549\n",
      "   27210     18      4   3034     18     17  28468   3723   3889     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531   6531     33\n",
      "    5235   2121     18     43 122252   2746    142   1860     53  29722\n",
      "      17   7182    160   2115     17  10285   2186      4    289   2805\n",
      "      18     17  17464    166   5525     17    753    419   1151     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33  67183    355   1712    297     69      4   8031\n",
      "    1024     33   1209     43    110      4  79911   3524   7535   1653\n",
      "      17   3576      4   1657   4956    166    740    739   1151     61]] | batch y:  [[  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1  20  22   1  47  49   1\n",
      "    1   1   1   1   1   1   0   0   0   0   0   0   0   0]\n",
      " [  1   5   6   1   1   1   1   1   1   1   1   1   1   7   8   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1  31  32   1  30   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1  19   1   9   1   1   1   1   1   1   1\n",
      "    1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1  12  14   1   1   1   1  15]\n",
      " [  1   1   1   1   1   1   1   1   1  31  32   1   1   1   1   1   1  30\n",
      "    1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1  19   1   9   1   1\n",
      "    1   1   1   1   1   1   1   1   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1  69 147  70   1   1   1   1   1 102 103   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1  20  21  22   1   1   1   1   1  47  49   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1  31  32   1  30   1   1   1   1   1   1   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]]\n",
      "Epoch:  2 | Step:  8 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0   6531\n",
      "      33   6740   4740      7    150    261    503  10160     18    155\n",
      "   23485    261    869   6097  20370    709   2448     17   3861     17\n",
      "    7214     26    557     17  11477     17  17324    379 174605     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33  49255   2371     18     43   9219  36480 174718\n",
      "      18     26  12309    876    225   4505     43    497   6669   2787\n",
      "      26   8567    277   4264      4 174717  26606  54974  26014    113]\n",
      " [     0   6531     33  34155    757    359   1170     28    138   2920\n",
      "     773   5626     18   4419    484     26  18775   7544    160   1046\n",
      "    1838  12596   5476   6536      7    138    753   1175   2497   1849\n",
      "    4355    155  12164    296   1119     53      2   1292    447     17\n",
      "    1168    757     18     17   1857      4   1856   1855    739     61]\n",
      " [  4033      7     17  52811   1383     43     17   1368   2990      7\n",
      "      17 174731 174730      6  50488     43    529    153    884      7\n",
      "    3812     43    521    203     18     26  10824     18    940   9574\n",
      "      17    529   3839    387    521   6531   6622     18     26   4182\n",
      "     448   3371   1454   6748   6531     17   1037   9007    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    189     17   6751      4     17 130654\n",
      "    2508     17     54     53      6   2448    737    277    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33  14435      7\n",
      "      26 174609   7453    123     43  10551      4  10944 174608   2587\n",
      "   11549  11223    289   2805    160    735     43   5425    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33   7585    157     26    529 174595    521    178    525  74436\n",
      "   40718      4    407    940    272  22301  15619   4666     18      4\n",
      "    3775   3620     18     43   4666  33836     17 139327    113 113342\n",
      "       4  20816   7948     36    178    846 174594   2189 174593     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531   6531     33   2030     18\n",
      "     266   4523    836      4   1593     18     43   4803   1134   9835\n",
      "   18787     18    142    654   2116     17  58488  42730    447     17\n",
      "   69650   4321   1994    142   4435   1664     18     26 174720     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531   6531     33   5791\n",
      "    3995     53      4    419     18   3527    155   1723    261     43\n",
      "     379   2246     17  15106     26    277    932     53    379   1809\n",
      "     912    142    193    192     18     26    432    916    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    8866     26    112     17   3599     26    255    827   3563     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  2  3  1  4  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 20 22  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 20 22  1  1  1  1 23  1  1  1  1  1  1  1  1  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1 28 29  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 20 22  1  1  1  1  1 47 48 48 49  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 19  1  9  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  9 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33   1400     18   1620    536    272   6944   5478\n",
      "      18     43     17   4234     26  32475  10609    671   2726     26\n",
      "    2206     46   6085   6014    266      4    233    277  22852     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33   7780     26   8167   1959  15244   1010   2157\n",
      "      28   3801      7     26   5456  29713   2672   4794  13950    113]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   2475     18      6   1159    123\n",
      "      50     17    350   1937     26     17    141    889   2562     26\n",
      "      17    555     17   3636    163    843  45439   1393   1338    545\n",
      "    9078      7     17  34941     26    941   1850      7   2768     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33    541    158\n",
      "     157     26  25273   1010  25273    142  12646    152     18    150\n",
      "     862     17   6131     26    193    192     18    155  80354     61]\n",
      " [     0      0      0      0      0      0      0   6531     33   4060\n",
      "   20858  74848      7    266   6878    182    155   4344     17   1171\n",
      "    1620     17   5689      4  15812   5525     43  19312  23286      4\n",
      "   19312   2197     17   2548  31484      4  31483    133   3889    485\n",
      "       2    336    535    138  23870      7     28    233   1249     61]\n",
      " [   162   5565    153  66767    183   6531    794     18      2   3581\n",
      "      17    447  96910    253   6531     17  24761  13134    123    589\n",
      "     421    183      2    683    611   6516      7     43   1082  28266\n",
      "    2758    123     13   6531  12548     10   6531 174591      7    589\n",
      "     462   6531    916    224     17  44588    160  24042   1151     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    493   6753     18    843    224      4\n",
      "    4891     17  42652  28481  14332   7859     18     43   4428   4427\n",
      "   20644    153     17   4082     18    155  10825    432    297   1162\n",
      "     438     17   2618   1940   1143   1974     50   1986  20798     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "     513  17457     97     96    128      4   2689    990     18   4209\n",
      "    3648     43     17   2070     17 164666     26    183   4504    566\n",
      "   18680     18   8378    297     46   2217  12117   1735   4209    351\n",
      "    3046     17   4029   3878      7 107306  53479  41072   2189     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33  17727   9102     43   1940     17   1974\n",
      "       4   5550     18    503    565     18    998     17   2262   5433\n",
      "   29943     18     28   1940     50   1974   8567   6297    113     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "     551     53   8051    155   1686     10     46   1114      7     36\n",
      "    1858    182   1430   9066    253   2176   6531     17   7788  21148\n",
      "     113   6531      4   1593     43    236   8360   8359     18     28\n",
      "   12165   2762   3421      4   1182      7     17  58525  58524     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1 17  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11\n",
      "   1  1 28 29  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 33 11  1 28 34 29  1  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  20 22  1 23  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1\n",
      "   1  1]\n",
      " [ 1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 20 22  1  1  1  1  1  1  1  1  1 47 48 49  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  10 | batch x:  [[     0      0      0      0   6531     33 114093      4    541     18\n",
      "     210    155  33374      4   2260   1925    123   7768    272   3206\n",
      "     151  15038    155   3815  16015    128     43    149    148   4299\n",
      "     160   1040     18      4  12279     36     38    160   4300     17\n",
      "    1984  24004    160   2269      4    233     36   2707    227     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   1940   1143\n",
      "    4443  26228    155   1291    128    138     43   5281     13  22961\n",
      "      10    447    494   4485      2   1172      7    138   5486  18129\n",
      "    4807   5657   1977     17    170    138   1974   2573    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    658     26     17    189     17  24139\n",
      "    4979    155   1562   3636    163     43    862     17  23726     17\n",
      "   16729     43     17   6495     17   4716     26   1193   3368     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33   2246     26   9803   1097   4539     18    117\n",
      "    1003      7    138   1239  40413    123     17   6299   4539     18\n",
      "      26  36435    702    261     43     17    229     17   1098     26\n",
      "    2355      7     43    513   1239  40413    123   2640    578     61]\n",
      " [     0   6531     33  11059   5073    471     43     17   9260     17\n",
      "     772    508    438   1517    508  13319    155   3955    449    277\n",
      "    1405     18      2  22403    141   4218     17   1517     50  16435\n",
      "   25262   3407     17   6956     43    609   3596     18     26   1405\n",
      "    5938     18   8333    155   1997  15756    193    192    113     61]\n",
      " [ 10013      4   1911     18     26   6531     17  10575   1752   6531\n",
      "     482     18    763     36   1261     47   1831   1206     17   6601\n",
      "    6600   1838     13   1949     43     17   1157     17    491    160\n",
      "    1129   2077    142     17  13856   9052     17   4841     18      4\n",
      "    7534     18   2539  15000   2903     26   4841   2353    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33  11162      4   2096    611      7     43  14636      4\n",
      "     617     18      4   1943   1277     17   2269   2573     26   1474\n",
      "    2494      7     17  82666     13   1408     18    277   8640     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33  11437  11436     17   1125\n",
      "    1124   2109    160   1940      6   1186    459  14501    113     61]\n",
      " [     0      0      0      0      0   6531     33   1898   2762   6883\n",
      "     155   1795     18    496    155    587   7951   1529      7   1651\n",
      "    1977     43    587   2532  29139     17   3412   3411     17   1125\n",
      "    1354     43    979     53    240   1206     17   2618    622   1795\n",
      "      18    447    225   1940      4   3428   3427   4331   4330     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531   6531\n",
      "      33   5905      4    757     17   5904   5903    739  15445     61]] | batch y:  [[ 1  1  1  1  1  1  9  1  1  1  1 19  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1 18  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1 10 33 11  1  9  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1\n",
      "   1  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 54  1  1  1 53\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1 17  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  4  1  1  1  1  1  2  3  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  2  3  1  4  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1 31 32  1  1  1 30  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  11 | batch x:  [[  2159  15232   1012    128  37823    155    379   6531  49228    128\n",
      "   23980   6531    155   1751    266  14134    153    143   1598    155\n",
      "    1069   3510     18   1418   1033    484    113    448    649    155\n",
      "     421   5812     17   1022     18     13    951    432    225     46\n",
      "      17   1184   4666  27260     18      4  34151  34150    324     61]\n",
      " [  3650    123   1732  14878      7     26  24987      4     17    177\n",
      "     157     43  10054      4   1892   2342     18     26     43   9177\n",
      "   27627    155  15842    157     50    784    157     26   2495  13703\n",
      "      18    138    888   1143  27712 139024   3846      4    379  71641\n",
      "       4    941   6598      7     10    421     17    528   1475     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   2072     43   3094     17   2246\n",
      "      17   2070     17   2269     26   8831    261   1795  17335     18\n",
      "   17772    421    438     17   5604 174657    123    160    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   5658     26     17   2181    108\n",
      "      26  17407   3854    972     43   3854    712   4879   1021    169\n",
      "   63542   2810    225 174550  13945  31721    113  76185  76184     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33  20347    315     18   1669   3053  41947      4\n",
      "     968      7     17    112     17  15364     50    422   1734     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531   6531     33  24884\n",
      "     531     50   4038     18   4192     36   5960    128    155   3161\n",
      "      36   2246     50   6434   1220     43   3894   3745    183  27808\n",
      "      17   3032    564   8107   4957    541   2246  13237  23746     61]\n",
      " [    18     26   6575  62655     26     43    671    350   5882     26\n",
      "    2495    783     18    684    671   4196    142     17    318     43\n",
      "     426    425      4  20262   1943     18    138  13188  13187  48300\n",
      "    9515   1785    224    379    241    148   1233   1143    931    155\n",
      "    3856     17  16208   5547    160   4489   4778     18    857     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33  16814\n",
      "      26   6904      4    213     18     28  28880      4   1182     17\n",
      "    4272   6312   2389    447   6531     17  35282  45677      7    589\n",
      "     277  91575     43     17  17625      7    589    277  59293     61]\n",
      " [     0      0   6531     33    189     17  10833   3638     26    932\n",
      "      53     28  37027   2903    138  26952  20414     53      4    553\n",
      "      18    138    258    962     17 174660     43  43125     17 119767\n",
      "      17   6676   7564     36   3052   1359    142   1417  48064   3847\n",
      "    2292   5921     43    717    351      7     17 164676   4970     61]\n",
      " [     0      0      0      0      0      0      0      0   6531   6531\n",
      "      33  89348     43   8972    155   1449  40635   5670 146995   5029\n",
      "  174553  53397    163      2   8257   9226     17   2246     17  18794\n",
      "      26    529 174552    521  46691  69614  63755  18793      4   5425\n",
      "      43 129719    123      4    679      7     17  48294   7408     61]] | batch y:  [[ 1  1 20 22  1  1 47 48 49  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  9  1  1 19  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1\n",
      "   1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  1\n",
      "   9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1 28 29  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1 10 33 11  1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  12 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33   2246     17  16175     26    438     17\n",
      "    9177  38421     28    158    157      4    213    525     18     28\n",
      "     320    709    142    226   5218  15273    585    455 105314     61]\n",
      " [     0   6531   6531     33   2694    231      7     17 174612   8374\n",
      "     447     17   8563    387    155   1550    387  10201 174611   3835\n",
      "      13     17   3093    162    753   9201     18    117 174610  10485\n",
      "    8371    155  13754    916     17   8481   3161     26  20400    483\n",
      "    6362    709   9351    224     17   2221  36851  20400    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   5505     43  29262     17\n",
      "   10806     17  11484    448   9473   2758    128    155  10440   7502\n",
      "   13203     17  14282   3601    449    225    264     17   4220     43\n",
      "    4338      4  16798  11173   6510   1301     18    142  33017     61]\n",
      " [  2501    158    157    113      4   8890  11298  64334     18     17\n",
      "   64333  11243     43     17    177    157     50  12537   6943      7\n",
      "      17   8347   2396   1291     18    671  90498 147463 107876    160\n",
      "  174558   6381   6531    671 174557 154291     18   6531  30251  19442\n",
      "   35765   4761    160 154291    253    266   9552    160    458     61]\n",
      " [ 41133      7    155     17   3455     17    529   6531 174689    113\n",
      "    6531    521   6531 174688   9576   6531     17   8415   8414     18\n",
      "    5484     17  15749   6109   8528    155   3385     26   2072    155\n",
      "     112     50   4165      2    605  12814   6135      7      4   1115\n",
      "       7     17  16599   2476     17   1408   2560     18    286     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "   13121   1244   5200 132306      7     36    717   1571   1069      7\n",
      "       6    245     17 132306   7469     36  31211     53      4   1244\n",
      "   71473     18   1206   2587   1738    449    225  55812    253     17\n",
      "    2726     17    405   2725     28   1876    348     18  23746     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    447    231     18     17   2269    155    276    391\n",
      "      43   3094    155    931    622    276   2048     17  75917     18\n",
      "       4    276   9044    297   3835    622    112     43   2072     17\n",
      "    5061  68417      7     17 134288  70934  37481     18   1475     61]\n",
      " [     0      0      0      0   6531     33    440    991   4672    123\n",
      "      17  23722  35047      4  13094     18      4  12711   1030     18\n",
      "   11102     17   2221  19444   1656     18     28    293   3498   2834\n",
      "     142    654   2116    440     17 174702   1588  31241    447   6531\n",
      "      17    429     13   1795    155   1401    143   1508   3489     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33  24310  31721   1732   7857\n",
      "      43    529  78211     18     28    521  12575   7857     13   1813\n",
      "   10120     17  85130   7857   5673    338   6093     43   2070     17\n",
      "    2269     26  11814  78211     43   2269     26   3443 174679     61]\n",
      " [     0      0      0   6531     33   2070     43   2072      6    127\n",
      "      17   2570   3431   5858      7    340     17    489   2597    823\n",
      "       4   3126   2576    151      7  26204   2594     18     17    699\n",
      "     128     26     17     43   1940      6   1000     18   2556   9510\n",
      "      10   6591     17   1033     18      4   1921      7    324     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19\n",
      "   1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 19  1  1  1  1  1  1  1  1  1  1  1  9  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  9  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1 19  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1 20 22  1  1  1  1  1  1 47 48\n",
      "  48 49]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 20 21 22  1  1  1  1  1  1  1  1  1\n",
      "   1 47 48 49  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 18  1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  13 | batch x:  [[  5354    680     53     43   5076   5354    132     17  53859   5075\n",
      "      17  22647   1588  10249      6    901    340     17   3206    300\n",
      "    3460      4   3157   4176   6139    155    277    379   2843    118\n",
      "       7      6  10405   1054      7    138   3915    432     17   1807\n",
      "     452     17   9127    225      2    233    379   2281   1342     61]\n",
      " [    50     17   2013     17   4595     53     43  27691   3033   5353\n",
      "    2551   2550    158    157     18      6   4519   2253    836     18\n",
      "      50  44496     43   7105    828   2065      4    298    183    277\n",
      "     141     26   4665   2270      4   3232     78     18     28   6531\n",
      "   11305   4665   2270 174658  13149    113    448  23155   2270     61]\n",
      " [   405   2725    155    753    148  12452     43   1756    270     26\n",
      "    1301   1452     10   2374     26    494   8659   8658     43   1756\n",
      "       4  16699     18     26  27240   7472  26713  65593      7      2\n",
      "     552    447    494   1022     17    953   2982      7   2037   1560\n",
      "    2888   1452      4   1049     18      2   1750      7    286     61]\n",
      " [  5567     18    142   1599   6531     17  25729   5378   1341   4637\n",
      "      36     38   6531  13572   6676   6531     53    142    717    465\n",
      "      17   1330     18     43   4885   9674     18      4  10222     18\n",
      "      10    421    934   2249     26   2922     10 101526    253    447\n",
      "      17 105321     28    374   4217   2805     17  11930   4833     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531   6531     33   4686   2897     26  48909  89432     28\n",
      "     336   1317    138   5145 174627  14698     18    340     17    451\n",
      "     148   9047   3055     26   2996    182    622   1172    113     61]\n",
      " [     0      0      0      0      0   6531     33    241    148   2555\n",
      "    6531     17   6020  38259      4  30070     43  33900    113    448\n",
      "   11789  30434   6531      4     17 174738   1240     13     17   8890\n",
      "      18    277     17    213   4716     28  13622      7     17  21239\n",
      "    1383  13730 174737    448   5126   5125   5124   5123   2189     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    329     26  43278   6746\n",
      "   20907     18     50   2881   9247 174607      7     17 174606    754\n",
      "     706    353      4    233     17   8000   2419    160   2072     50\n",
      "     353      4    912     17   1631    272  41912   3055   8297     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   1171   1620     17   6061     17\n",
      "   14285     26    189      4   1566    157     43     17  12644     17\n",
      "   59674     26   1566   1008   5302      6   1004    459   1815     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "     220    208    128     17   3710     18      6     17    112     17\n",
      "   10776     43    350     26   3326    368    367      7     17  18562\n",
      "   15967     18      4    220  11388     18    277 154915   1865     61]\n",
      " [    33  26037   1523    984   5102      4  15367  12932     33   1209\n",
      "      13  34768   1047     53    240    941    233     17   1963  11137\n",
      "      18    155   5032   1029  28132    155     43     17  16079      4\n",
      "     269     18    142   1860      4  16278  48782    123   4325    155\n",
      "     448  22787  48776      7    297    155   4344    210    113     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 10 33 33 33 11  1  9  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  10 11]\n",
      " [ 1 20 22  1  1  1  1  1 23  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1\n",
      "  28 29  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 20 21 22  1  1  1  1 47 49  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1 17  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 10 33 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1\n",
      "   1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1 30  1  1\n",
      "   1  1]]\n",
      "Epoch:  2 | Step:  14 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   3542  10374\n",
      "       4   3662    138    780     13   3512 174709   1535    296   1517\n",
      "       2    535    447   3376   1384   3375   1838     17    772  42131\n",
      "     155   3815    128  46112    193    192     18     36    857     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    628     26  12776    296  29421     33\n",
      "    8648     18      2    438     17   4733   1069     26   5812     43\n",
      "      17   2726     17    405   2725    155  15182    432    916   2729\n",
      "    8648    940      2   1712   1046   1838     17    149    752     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   4569     17   4570     26     30\n",
      "       7      4  29221     18    138   1940      4   3428   3427   4331\n",
      "    4330     13    480   3414    155   3856    277  14208   3968     61]\n",
      " [    18   6531     17   1577   4915    118      7  26543    737    297\n",
      "    1040      4    193    192   7843     18     43    756      4  32840\n",
      "      18     36   1277     17  10291  11598    153    143      7   1667\n",
      "     225   2125    826     17  21739     26  10896   6445    234    635\n",
      "    1669   3935     43   3020    826      4   1003     18    418     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33   7240  10465     18   1860    635    934\n",
      "     449    438     17  19443    142   5388    622    635   6531    448\n",
      "     447     17   5905      4    947     17   1111  10389    739     61]\n",
      " [     0      0      0      0      0   6531     33   1944    270     43\n",
      "    1959    972     18     17   1974     26   3955    309   1946      7\n",
      "      43   1033    610     18    869     50   5550    128    155   6802\n",
      "    1940     13   9003  44022      7  11216     17  34832     56     18\n",
      "      26   6710   2453      2     13    255    224     17  31380     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "    4544     10   3435      2    941     18    138   1940      4  11437\n",
      "   11436      4   5906     18    142    162     17  15253  11751     17\n",
      "   17022    163     43  15248   2746      4   6113    142    717   4498\n",
      "    1506     10     30     18     17    149    419     17   2677     61]\n",
      " [  2072     17   2736     50   8908    471     43 174736   2244     17\n",
      "  174735     17   4372     17 174734      6    363    340     17    529\n",
      "   22348 149256    355     43    521  59006     43   3560   9470      6\n",
      "   12199    363  11654   6531 174733     18     43  45750     18     17\n",
      "    1373    113   6531     17  18814   1779    160    440    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   1721     43    264     17   2070    155    163   5103\n",
      "   47164      4   5995     26   3218   8714    160   1042    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33   1471   1033     26   1165   1826    160  11514\n",
      "     253      4   1164    142    141     26  14039     78     18 124993\n",
      "     155     17   1902   6109      4   4736     18     17 174567   2540\n",
      "    1810    429   6135   1234     18     17  10855   5143   2313     61]] | batch y:  [[  1   1   1   1   1   1   1   1   1   1   1  17   1   1   1   1   1   1\n",
      "    1   1  18   1   1   1   1   1   1   1   1   1   1   1   1   1   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1  10  11   1\n",
      "    9   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   2   3   1   4   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1  17   1   1   1\n",
      "   98 137 137  99   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1  31  32   1   1   1  30   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1  17   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1  98  99   1   1   1   1   1   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   2   3   1   4   1   1   1\n",
      "    1   1   1   1   1   1   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1  17   1  18   1   1\n",
      "    1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1  10  11   1   9   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   0   0   0   0   0   0   0   0   0   0   0]]\n",
      "Epoch:  2 | Step:  15 | batch x:  [[   260     17    494   4233   3431     13   1949      7    142   1537\n",
      "      17    848   1278    359    553   1954      7    138    621   3650\n",
      "     160  10800   1143  18134     10     17   9343    749    142  17951\n",
      "      18      4  20698   4910     18      4   1030   1501      7     43\n",
      "    4987    160  10796      4   1115      7     17 174673   1111     61]\n",
      " [    17    401     17  24670     58     26    803    231  15232    160\n",
      "     605     53     17  80806  18627  27272      4   1224  16232     18\n",
      "      10 174620    253    671  24213    683     43   6406  16233     18\n",
      "    8433   1520     17  31918  25247    142    220   5691  59204     18\n",
      "      10  89117   2746   1716     18      4   1449     18   1671     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   2507   5090      7    138   2249\n",
      "      27     26     17    264     17   4220     50   3510     18    155\n",
      "     422     46    545 174727     17   6664      7    277 174726     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0   6531\n",
      "      33   1465    155   1738    277   2793     18   4205    494     43\n",
      "      17   4228  90663    278    160   2125     18      4    233    225\n",
      "      17   1892  30679     43   5028    340     17    108  26566     61]\n",
      " [ 10304    387      4  17403   5453    379   4541   4221     17   2547\n",
      "    3498    142    654   2116   1282     18     43    671  72460   2471\n",
      "      17    374   3666   2805     18    671   2297 131760     17   4411\n",
      "    2698    142    654   2116   1282     18    671  13348    754     17\n",
      "     374   2869   2805     18    379   5397  10551    471   7564     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "   13608   7857    142   2644     26   6669  17457    160   6688     18\n",
      "   15002    155    524   6134    224     26     17    305   4838    142\n",
      "   10979      7    225     17  49162     43   8065     17  36279    240\n",
      "    8481     26   6688  10977   3872     18     17    178   6519     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0     33   1195\n",
      "      26   1372    160  10321     43  20393     43   1372   2186   1183\n",
      "      28   2859  18616     26   8527   1367      7    277   3710    113]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   1474  11476    160   2070     26\n",
      "  124024     43  44138      4   1968     18   1021    392    612    138\n",
      "     384   7115  21556      7     17 174631  42152     17    932   1640\n",
      "    1070    233   7281     43   3642   4505    916    358    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   5784    138   6531  12752   2033\n",
      "      18   6531    861    449    455    261    447     17   1097      4\n",
      "     757     17  28321   9415   1653     17   1115   4870    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33     33   4950     17   4949     26    213  12401\n",
      "      28   5718      4    284     18    138  11077   7672   1366     61]] | batch y:  [[ 1  2  3  1  1  1  1  4  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1\n",
      "   9  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1\n",
      "   1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 28 29  1  1 19  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1 23  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 20 22\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  9  1 19  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 10 33 11  1  1  1  1  1  1  1  9  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  9  1 19  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 31 32  1  1  1 30  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  16 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33    401     17   6693\n",
      "      26    213    318     50  61201   2185     53   2587    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531   6531     33    131     53    904\n",
      "     155  12384   3086    940  18242    225    493     18    503     17\n",
      "    1129     17   1157     26   4471     26   3615  37055    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531   6531\n",
      "      33   6361     18    138   1809    884      7    142     17   2246\n",
      "      17   5854    155   2750   1162     17   1141   1162   1607     61]\n",
      " [     0      0      0      0      0      0   6531     33   2218  10145\n",
      "     142  12177  10485     43  12385  29170      4   6732   4225     17\n",
      "    1621    471   1620     17   7054    622   3087    471    155   5005\n",
      "     152      4  45057    123      2   3085    225     17   4381     26\n",
      "    4184   5930      4    135     43   5425     17  39271   2197     61]\n",
      " [     0   6531     33   2726     13   1795    155   1723    494     42\n",
      "       2   4509     18    916     43   1624  35431   8673     10    261\n",
      "     447   6531     17  21105   4472      4   6261    846    448   4234\n",
      "       4  43511    113   6531      4   1593     18     43    213    212\n",
      "      28   3826      4   1182      7     17 174640     86   3978     61]\n",
      " [     0      0      0      0   6531     33   4392     26   3683    128\n",
      "    3543   4832   5962   1234    721 141368    128     50   4233   7997\n",
      "      18      4    407     10    224     17  11453    138   7866  11834\n",
      "     155   1732   1999  18577    155   3376   1384   3375   1838    138\n",
      "     922   4987      4    901   3954     43   4225    160   1517     61]\n",
      " [ 20606     17  23467    521   2070     43    529  32183     17  63572\n",
      "     521   2072      4   1943     18   1146   4431     43  10079     50\n",
      "   23433  27273   4997  20587     43   2340    391   2841     13    694\n",
      "      26   9709    128    297    622    628   2893    160    231    113\n",
      "     379 174628    448   2156    191    148  27273    151   3574     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33   7430     26  24346     17   1710    155   5743\n",
      "      17   2072     43   2269     17   2070     17   3057     26   2333\n",
      "     737     43   3511     17    401     26    557     10   1366     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   2246     17  16175     50  13683   8107   2995      7\n",
      "      17 120457    155   1736   4030      2    671    552    138   2800\n",
      "      18     28   4192    639    585    459 131075     18      1     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33   7430     26  24346     17   1710    155   5743\n",
      "      17   2072     43   2269     17   2070     17   3057     26   2333\n",
      "     737     43   3511     17    401     26    557     10   1366     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1\n",
      "   1  0]\n",
      " [ 1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 26 27  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1 18  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 19  1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  17 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33    189     17    188    187     17\n",
      "     186     18      6    184    155   1095     53     26    180     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    264     26 174579  14135    824     18      4    823\n",
      "     138   3676   1171   1434     43    894    148    155    932    277\n",
      "     224     17    309   5328     26  23431     28   1599   1763   1314\n",
      "      18     17  13187    118    419     18     17   1487    286     61]\n",
      " [     0      0      0      0      0      0   6531   6531     33   8000\n",
      "    1946     18     26   3435     43    196     26   6591    340     17\n",
      "   10793   5290    142   1860 127143   1157     26    493     18   3543\n",
      "   19646    277  35353  20936    798   4205    494   1016    525    438\n",
      "      17   1129     13   1999   6836  12611    193    192    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33   2072\n",
      "      43   2269     26   2085    129   4176    916 170839    701     17\n",
      "     112     43   3094     26   1659     10  16338    934     17   2687\n",
      "   18303   3127      7    183   3052    359     18    447    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33    466   4201    155\n",
      "   17857    253    142   4843      6   4465     18    843     17   5905\n",
      "       4    757     17   5904   5903    739     17    552   2768     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0     33    149    419\n",
      "     196   3450     26   6591    508   1033    160   1940   3081    578]\n",
      " [     0      0   6531     33   6457   3079   3040    155    772  25376\n",
      "      43     17    193    192     18     26   1986    142  27783   4440\n",
      "       7   3065     17    270    315     18   1146   9125   2556   5113\n",
      "      17    484     26  17342    488     18   2713    155  67784    296\n",
      "    1972      7      2  15214     53  70405   1046    253      1     61]\n",
      " [  6531     33   1040    788     43    694  14707   1141      2   2888\n",
      "     142    968      7   1907     10  10084      2    694     43    193\n",
      "     192     18     26    494      6   7676   3908     43    420      7\n",
      "     162    153     26  10913     18    459     17    491     18     17\n",
      "   31781     26   1986   1294    113    379   1540     18  27139     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33  39349    355    984   2497   2774   4343\n",
      "    1590     26    298  24205    272  25492  42205    503     17   3094\n",
      "      18     26     36    351     36   2269     43    112     17   3511\n",
      "      26  34790    277  15487  11138    437      4  18191    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   4199    282\n",
      "     160    772   3243    155   1686    277    421   1669     17   3661\n",
      "   14687    123     26    141   5812    297   3815 174723    113     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  9  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1\n",
      "   1  1  1  1 18  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 31 32  1  1  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 17  1  1  1  1  1  1 18  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 98 99  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 24  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1 25  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  18 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    147    149      7     13\n",
      "      12     17     27     26  14217   3662    503    189     26    359\n",
      "     917      4    233     10    542     18    438     17   9693      4\n",
      "  119888      7    225     17   3345     17    228    541   2898     61]\n",
      " [     0      0      0      0      0      0      0   6531     33   6131\n",
      "      17     95     63    138   1391    157     26    557     17   1046\n",
      "    3701    754    448    654   4544    182    155   2226    748    234\n",
      "      18    155    416     26    457     17   4183   3488    160   1119\n",
      "     118      7    138   8840    234     18     10    742    739     61]\n",
      " [    18   2996      2    233    155   2030  11382     43 111023      7\n",
      "      50  10762     43  34832     18     26  11315   6403  81398   5075\n",
      "    6531     17   7733      6   1766   2963      7     26    447     17\n",
      "    7315    618      4  10603     78     18      4    654     18     43\n",
      "    7733     28  11315      4   1182      7     17  57176   1240     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33    208     53     26  38859   3145   9467     53\n",
      "      43     17   2726     17 174614     26   1139     43    557     10\n",
      "      17   1195     26    803    277     46     17  25604    253     61]\n",
      " [     0      0      0      0      0      0      0      0   6531   6531\n",
      "      33   1100     26    213    525   5099     28     17  33900  28134\n",
      "      43   7734    142   1184   1353     18      4    220     17  78583\n",
      "    4602    555    447     17  14135   1758    272   1647     43     17\n",
      "   11635   4469  12385  14424   3820      2  10793    367   2663     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33   2726     17    405\n",
      "    2725     26    968   8145     43   2755  12832    488     18    155\n",
      "  123095    253    729   3477     26    482 174732   1148    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    827  73648  77610    277     43   3606    823     26\n",
      "    3644   3593    277    224     17  71089      2    298   3997    155\n",
      "    3413    617     18    671   2342     26     17  27872   1873     18\n",
      "       4   7234     18    138  30939    277  51125     17  32340     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    7588   2990     50   4751   6765    153   5860    272     17  34078\n",
      "      17  26208     26    213  26210     28   3347   4012    113     61]\n",
      " [     0      0   6531     33   6981     26  59259 142498     43    671\n",
      "    1747  19197  14936     18     26  67283  10988    671   2248  38327\n",
      "     160   2072     26  21102  64466    671    846   9979    160   2070\n",
      "      26   4170  15183    448   1640    419    699    234  52683  10533\n",
      "     709     17    694    286    379 135216  15175   7196  15174     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33   4507   2842   6863\n",
      "  111838    128     17 174687  16905   2246    142   2903    148    617\n",
      "      18    138  28928    622   1162    338    671   7210    589   3606\n",
      "      26  25550    541   2246    298  46529    432    297 174686     61]] | batch y:  [[ 1 10 33 11  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  9  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  9  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1 10 11  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 20 22  1  1  1  1  1  1  1  1  1  1  1  1 47 48 48 48 49  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1 10 33 11  1  9  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1 10 11  1  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1\n",
      "   1  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  19 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   4686   2897     43    189     17\n",
      "      69      6   3908     17   7585    157    155   2556   6828    869\n",
      "    1829   1555    158    157     26   3027   5040    160    513     18\n",
      "     251     17  10631   9701  27419    123     17   6541    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531   6531     33  13055   5434     18\n",
      "    3940    449   4084  40277      4  59554    113   6531     17   1358\n",
      "      17   1014   2330    224     17    108   4779      4   1242   1241\n",
      "      18     17   1657  24629   3723   1257     36     17    955     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33   2176    285     18\n",
      "      17   4138     26    186   3364     18    998   2755   1069      7\n",
      "      28   1876    459    484     43   2574     50   2729 174587     61]\n",
      " [129971   6531    160  95945   2244  95944   6531     17  26069     43\n",
      "   26594   6531    160  20490   2583     13    323    155   2352   5257\n",
      "      50  14236     43  16175     17    541   2246   2077     17    320\n",
      "     323     26   1449    234     18    142   2246   3432    622   3094\n",
      "       4   5298   3059     18     17    451 160107    128  26954     61]\n",
      " [    26    298  10098    916   5207      4    824    379   1100     26\n",
      "     359     43   4381     26    348   1797   1107     17    191    752\n",
      "     379 102481   9299 169290   2189     92   2351     90    174    103\n",
      "    2286     17   5252     26   2063  46518   3067  13929     36  89803\n",
      "    1353    379 155312  13160    529     41    521    174    604     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   3967  10749     56     18\n",
      "       4    941    114     18     17   1555   1857     13   2066     17\n",
      "    5440   3701     17  11847      4  29123   7799   2951   4372     61]\n",
      " [     0      0      0      0      0      0      0     33  15559   5218\n",
      "    1732  12676      4    934    751  13237     18     26    822    962\n",
      "     916    348    394      2   1916    774    309    240   6503   9539\n",
      "    2824     18     28   4411  13630  22013    155    751    148   9199\n",
      "    1574    309     18   4436   2309      4  75598  17699     33   1209]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33     95     10    261    260   3027\n",
      "      18     13  44281    150    261    447     17   2072   3450     26\n",
      "  174714      4    894   5925     18     26    298    559     46   7980\n",
      "      26   8380   6943      7     17   3714     17  90565  12321     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33  11292    310  15300      4   7532     18      4   3085\n",
      "      43   5963   3663    160   1047   1046     18   2539    871    225\n",
      "      46    947   4815    788      7     17  12533  20264    739      4\n",
      "    5906     18  15294  44375      4   8901    160  24047    253     61]\n",
      " [     0      0      0      0      0      0   6531     33   6605     18\n",
      "     142   1402      7     25   2148    449    225     46     43   1033\n",
      "      18      4   9537    160   1047     18      4   1169  26420      7\n",
      "     432    225     46   5016  15340      7     17   5905      4   5904\n",
      "    5903    739    277     38      2    142   4457  10065    113     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1 18  1  1  1 26 27  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 28 29  1  1  1 19  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  9  1  1  1  1  1  1  1  1  1 10\n",
      "  11  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1  9  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1 50 52  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "   0  0]]\n",
      "Epoch:  2 | Step:  20 | batch x:  [[     0      0      0      0   6531   6531     33    213    158    157\n",
      "      28   6862     46   1169   4551      7     17   6708  31102    959\n",
      "     447   6531     17 115506     47    277   2119    355    260   1233\n",
      "   88319      4   2030     18    138  42033    940    931    155    371\n",
      "     148     26   5235   1029    142  25357     47    160    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    365   2897     17    364     26    690   4781    918\n",
      "    4505   1732     17   6159     26    497   9717     10    781     61]\n",
      " [     0      0   6531     33    772     13   9003  10378      7  33750\n",
      "       4  12772     18  18854     43   1129     13   4224    128  33192\n",
      "      17   1845    871     18    142    484  51931    448   9345  11136\n",
      "       7      4   2929   3799      4   2641      7  20438    182    155\n",
      "    3679   4841   2353     18     17   4376    151    128   2778     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   6243      7    155    550\n",
      "     737     17  16378  11053  16915   6489    160   2072     36   9651\n",
      "    2834      7   5453    916     46     17 174618  77838     17  10643\n",
      "      18    142   1440  20239    438   1399    864      7    286     61]\n",
      " [   155  33258   2033     50   2294   4097      4   4732   2864      7\n",
      "      17   2827   1397    151      7     17   1065      4  43384     18\n",
      "      13   1517   8656  11227   2398   7413   9033     18      4  25382\n",
      "     516     18  15366   3704    272    453     36     17   1354   4192\n",
      "       4   3661      7     26   5812    338    277   1047    113     61]\n",
      " [     0      0      0      0   6531     33   2070     26   4299   1234\n",
      "   45475    259     18     26   6390      2    513   3510     18      4\n",
      "    1115      7     10     43     17    365   2897     17    364     26\n",
      "    5802   9645     18     28   3510     18    142   3830    394    940\n",
      "    2810    261     17  11938   4294     78   3510      7    324     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0     33\n",
      "    1959    972     18    155  15805    296      2   1940     13   4429\n",
      "     151      7   1477   1795     43   1974     50   2877   5487     18\n",
      "   12677    155   7710   1946  13303    155   1686    277   1948    253]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531    529     33    753    419   2309      4   2232   2308    739\n",
      "     340     17   1171      6   3908     17    149    419     56   6881\n",
      "      18   2810   6904      4   4663    477  13180    739    521     61]\n",
      " [    33   1033     18    984  40098   6829  31391     18    138  13135\n",
      "    6536      7    352     17    484     26    489      4  18775    160\n",
      "    1046   1838  12596   5476      7   7708     26   5626   6489    359\n",
      "    2606    622     17   6253    484    160   1047     18      4   1169\n",
      "     757  12288    123     17   5905      4   5904   5903    739     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33  21152   5218     43  75536     17   3140    589   6730\n",
      "     142   5309   5696   2773  18923     36     17   2551   2550   1995\n",
      "     142   4087  15969    160   1040    788      4    233   1667    225\n",
      "      17   2246     17  13283    379 174665   2189  30033  15932     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 20 21 22  1  1  1  1  1  1  1 47 48 49  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1 28 29  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
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      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1  1 17  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  1  1  1  1  1  1  1  4  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 98\n",
      "  99  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1\n",
      "   1  1  1  1 98 99  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1\n",
      "  30  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  21 | batch x:  [[     0      0      0      0      0      0      0      0      0   6531\n",
      "      33   2906     53    138   1916   4524    155    280     17   4813\n",
      "     488    123     10     46    233    340     17   1259    432    916\n",
      "    4426   1453   2841    447     17   1445      4   1474   8308      7\n",
      "      17 152746      4    654   2116     18     17  59639   2590     61]\n",
      " [  6531     33 141575      7     36   5105   1162     14    508     26\n",
      "   13655    297   2988      4  63851   2471     43   1857      4   9495\n",
      "    1641     17   4686   2897      4  56021   1641    589   2779    757\n",
      "      43  12931     33  12483     17  34331      6  12162    272   7240\n",
      "      18      4  19134      2  28133     43   4864   1359   2705     61]\n",
      " [   887    155   6679     18    138   2575  10794     43    379    408\n",
      "      18    325    379    295      4  45204 174719      7    984  23944\n",
      "    2772  12220   7955  13015     17   1261     47     17   2770  65992\n",
      "     128     13   9746    277     17   1392     17  21460     26    178\n",
      "    3261     17  10254   8203     17   8435   3137      7   2778     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   1978   2124\n",
      "     592   1513     18   1620    272  36620   1556  20569     43     17\n",
      "  157890  80666    272   6207   1556     17  28386    589  13188   3493\n",
      "      26   1758     17    264      4  24879   8042  18581    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   1940    508\n",
      "    1986   7472     26   2418   5008     10   8659   8658     17   1974\n",
      "      43   1959    972     18      4   1050  80952     18   8668     61]\n",
      " [     0      0      0      0      0      0      0   6531     33  25694\n",
      "    7264    272     46   5670     43    226     28  13820   7697   1021\n",
      "     758   4296   1699   3613   2674   2047   1434     17    163    589\n",
      "      43     17   8716    915    163    869     17   1129     17   1157\n",
      "      50   6425     26   2125    148    155    422 174555   2746     61]\n",
      " [  6531     33  42384      6   9062   2753     10    224     17   3120\n",
      "    3330   7491     18      4   1125     18     43   7874     17   8930\n",
      "   13693  13692    739     13   1186    261    503     17    108   2342\n",
      "      26     17  10054     26    170    138   4343 174615     18      4\n",
      "    3432     53    255  42301    253     17    158    157    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531   6531     33  39705   8630   4687      7      4    934\n",
      "      17    264   7720     26     17   5328     26   2048   1170     28\n",
      "      43     17    264   3161     26     17   9232  25474     26    877\n",
      "    4266    459    460    323    162    153     17    535   2768     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33  18613     26  19088    277    224      4    143     17   2641\n",
      "     355      4   1720   6849    155    379   2072   2141     26  20194\n",
      "      26  40410     18     43    329      4   6933  91619     26   3776\n",
      "      18    379  21519    151  16698    549    338    272   1722     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   4062     17\n",
      "      95   5257    932     28  10038    962   1350     17   6904     17\n",
      "    7312     26   1139     43   3511     17   4417     26    312     61]] | batch y:  [[ 1  1  1  1  1  1  1  1 19  1  1  1  1  1  9  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  9  1  1  1  1  1  1 19  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1 18  1  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1 28 29  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  17  1  1  1 18  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1 18\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  22 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    1959    972     18   1547   2762      4   1095     18     26   3955\n",
      "     225   1940      2  34283   1163  52727     18   2127  14653  19504\n",
      "     272    901   1946      4  57689     18     17    421    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    972     43    270   1021  25512   9628\n",
      "      18      4   1029     36   4196    123   3127     36    277     17\n",
      "    3667     17  11653     50  30347      7     17 174650 174649     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "     491    160  15249     17  16379      4   1241  47741     18    155\n",
      "   21365     53    138   1957     43    529    633  11297    387    266\n",
      "     521   6360 100729    633    391      4   8972      7    340     17\n",
      "    6761   5987    160   2445    253   1990    737  16378    113     61]\n",
      " [     0      0      0      0      0   6531     33   3511     26   4418\n",
      "       4    213     18      4   9662   3701    651     43   2070     26\n",
      "   52711  52710     43  14538      4    213     18      4 174617   3790\n",
      "       6 174616  54421      4   8891    113     26   2628    277     17\n",
      "     848    847      7   3170     26   1916     17  45938    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    305  21615   2736    157\n",
      "      18    142   6608    515      7     17 174729  37286    155    280\n",
      "      17  18332   1356   2498    297     17   5602     43   1391    157\n",
      "      17   7774     50     17    748     26  24440   2877   3574     61]\n",
      " [  3444      2  43520    379   7582     53 174728    155  10911    160\n",
      "    1849     18    449    277    421      2     43   2805     26   3240\n",
      "      18    277    654     18      2  16241    737     17   5905      4\n",
      "     947     17   1111  10389     43     17    950      4    757     17\n",
      "     949    948    944     43   4869    253     50  10386    113     61]\n",
      " [     0      0      0      0   6531     33   5250     18    240    447\n",
      "      17   3428   3427     17   1125   1124    160   1940   6531     17\n",
      "     353   7760     46   1735     43  16130    508   4470  36381     43\n",
      "   32740    355   2618    155    460   2762    450  50951     43     17\n",
      "    4961     18  12829     43  33909     18   4029  22735   3489     61]\n",
      " [ 33887     18     43   1381   8435      4   5311     18  76619    297\n",
      "     268    906     43     17    353    623    155 174638    939    297\n",
      "   10519     17    406     18    155  25597    297    460     17    541\n",
      "     158    157      4   2994     18    155    426    425  26713     17\n",
      "    9020     26   9702     10   4908  34512     18   1669  29979     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531   6531     33\n",
      "    2706    439    160  15121     13    524    296   2805    151     18\n",
      "     447     17  15121    869    939 114436    253    503     17   3591\n",
      "    2169      4    289   2805     20     17  49516   1588  13180     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   2046    706    277   1902  21745\n",
      "     160    748     26  16141    151      7     17  20467     26   1945\n",
      "      18    155   2749    836     17   1344    753      7      1     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1\n",
      "   1  1  1  1 98 99  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  9  1  1  1  1 10 11  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1  1 30  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  4  1  1  1  1  2  3  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  1  1  1 28 34 29  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1 20 21 22  1  1  1  1  1 47 49  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 19  1  1  1  1  1  9  1  1  1  1  1\n",
      "   1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  23 | batch x:  [[     0      0   6531     33     23    160    349     18     10     17\n",
      "    3432    160    349     18    138   6458  28434     18   7672     17\n",
      "    6877      4 174624  17995     43     17    149    419  36795  61605\n",
      "      18     28   5019    160    348     18    454     17   6458 142492\n",
      "     160  65933     18   7672     17   1517      4  17384  17383     61]\n",
      " [     0      0      0      0      0   6531     33   1119   1518    142\n",
      "    2151   3488      7   1667    155   1119    160    654     18     50\n",
      "   17204    916  44169    253    934     17  44169  44168     17    654\n",
      "    2116  65718     53   1687    449    181     17  23954  29667     17\n",
      "     654    160   9266      2   2148  80577      4   1390    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0     33  14317     26  33062\n",
      "    1370      4   2755     18     28   5257     26   1876    182    622\n",
      "       2     30  13397  31081  25751      7   2810    225    261   1151]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531   6531     33    170    138  10074    525     18      4\n",
      "     525     53     26 142154    142  39290  14103    142    763    869\n",
      "    6343     17    649   1455     17   1908    749    160   2369     17\n",
      "      84  11751   6531     17   2304      4   4994    272    458     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0     33   1850\n",
      "      26   1756    972     26   9610     43   8585    155    210  37636\n",
      "     163     26  22909   8014    648    455    862    447   3392      1]\n",
      " [     0      0      0   6531     33    654  15281    234    160   4643\n",
      "      17   4642   4641   6128   5494     18      4    407    277      2\n",
      "    1119      7     17  17951  44715  14332     18     26   1030   6489\n",
      "       7     43 174656      4   1304     18     17 174655   2584    447\n",
      "    6531     17   8220   8401     17  18680      7    277 174654     61]\n",
      " [  5567   1946     18    142   1337      7   1143   1959    972     18\n",
      "    3284  31380    524    155   8102  39403     43   3663   2346     26\n",
      "     633  89831    387    984   1836    296   1940      2  10394     17\n",
      "     447   3428    253   6531     17   5040    151      7    182    647\n",
      "    6531     17   3435      4  89723     17    493  31380    846     61]\n",
      " [   541    158    157     17   1014     17    908     17    529   2943\n",
      "      88     43   8965  16313    521   1097     17   1195     26   1552\n",
      "     226     26   4457     43  47001     17   6581      4  14527     18\n",
      "    3291    432    297     17   4204   6253    226     43  27762      4\n",
      "     513      7     13    684     17    635     17   1177   3885     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33    129  14481  10332     18      4\n",
      "     153    984    865    421    524   1141   4123 100223    471     43\n",
      "    5636    160 174648      4   7627     18     17    401     17  13345\n",
      "      26    803    277    224     17  12502     26   7315   1475     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "      33  32889     17  34048     26    932     53     28   1317    138\n",
      "    1115    605      7      6    877   1916     10     17  20946    592\n",
      "      43  20338     26   3967   4176      7     28  16592   6292   1095\n",
      "      53    183     46   2273  44299      7     17   9682   8067     61]] | batch y:  [[ 1  2  3  1  4  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  4  1  1  1  1  1  1  1  1  1  1  1  1  1  1  2  3\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 26 27  1 18  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1  1 28 29  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  4  1  1  1  1  1  1  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 98 99  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  9  1  1  1  1 10 11  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 36 37  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1 38  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  24 | batch x:  [[   142  21886    421   4202   3663    984   3284    296   1940    224\n",
      "     713   6761     18      4    953     18    182    155   1198     14\n",
      "     984   2575     17  12649    432    225     17   1948   1839     17\n",
      "     654   1946     18     43     17   3428   3427     17   1940      4\n",
      "    1125   1124     18   1021    535    142   3856   1949    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   4062     17\n",
      "     391   2903    138    932     28  10038   3539   3188    189     17\n",
      "   10833   3638      4     17   5639     17  13422    379 174701     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    772   3450     26     17  10004     28\n",
      "     549    277   1517      2   1309    551   3079     18    138    772\n",
      "     155    524   2556   4098    155   1517      4   3376   1384   3375\n",
      "    1838   2982    432    225   1046   1838     17    320   1475     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531   6531     33   2497    484     18      4   2688      7\n",
      "     155   9891   5388     53    240   1529     18   2066    737     17\n",
      "    6253    484    160    654     18      4   1169    757  61454     18\n",
      "     432    225     46     17   5905      4   5904   5903    739     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33    426    425     43\n",
      "     350     26   2844     43   4473      4  13941   2135      7     13\n",
      "      17    460  60038 100835  86100      7    379   3001   1029   8681\n",
      "   19504   4236    160    541    158    157     17   1779   3885     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33  17092     43   2515     17    158    157     17\n",
      "   11265     17   3592     17    529   7568     43   9218     17    715\n",
      "     521     17    112     43  16594    141     26    346    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0     33\n",
      "    4381      4    213     18      4   3808      4  32152     18     28\n",
      "    9802      4   1182   1376    123     10     43   4381     26   1372\n",
      "    1371   1370     28   1346     46  14503      7     10     54   1342]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33   2269     50   3007   4075   4433   1638  10749\n",
      "     142  45624  16886   1563   1533  25860     20     18   3822  93696]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   2269     43   2072     26\n",
      "    1927  10949     43 174578     43   1956     43  40354      4   3967\n",
      "     871      7    255    686     43     17  16239      4   4523    359\n",
      "    3278    261    503     17   2246    155    690   1736    578     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "    2246     17  13283  28726     26    349      4   1470   4455      4\n",
      "   17537     18      4   7977   3272      7    142    163     13 101919\n",
      "    6531     17  66213   6531     13  14278   1477   3002  14966  36313\n",
      "      46     17 135497  11678    220    113 174671    172     76     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  4  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1 17  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 28 34 29  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1 10 11  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 18  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 10 33 11  1  9  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  4  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1 17  1 18  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  25 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33   5550    355    984\n",
      "   10242    297     46  10268    509    633    359   2797     18    266\n",
      "   33063    272   1129     43   4569    701     17    772     43   1129\n",
      "      50   4671   2125     18   1143  13994   5537     43  65609     61]\n",
      " [     0      0      0      0      0      0   6531     33    329      4\n",
      "       2    162   2720   7307   2787     10    149    419    129   2842\n",
      "    2834     18      4   2085    160    892    701     17   2072     26\n",
      "    6658   1546    338    272     17   8425     18     26    717    459\n",
      "    1798   2475   1797     36     17    160     33  75764   2663     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33  10032\n",
      "    2141     26     17  58082     26  16745     18    155   3332   4918\n",
      "    2294   2293      2   1471    142    812  16637      7     26   4613\n",
      "     432    916   9654   1449    234     18     10   1397    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33  10206    114     18\n",
      "    1143   1736     14   7461    585    584    583   3543  15077 174597\n",
      "      17  29254    819      7    589   2795    541   2246     17  28181\n",
      "   13273   1508    355  19168   2246      4   4844     18  20839     61]\n",
      " [    33   8147     26    363    917    421      2    277  27579     13\n",
      "    3842    113   5187     17   3259  30727   2593     18    324   6531\n",
      "     448   3155     17   6928     17 174570     50    765   4121   3123\n",
      "   11252      7     10    261      2    447   7559  12751    123     26\n",
      "      43 174569    277   1095  20321    546     17 174568  39063     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33   7695     26   7821\n",
      "       2    549   7787      7   1004    224     17    405  11327     26\n",
      "      17   1195     26   3120   7491    277   9486    153   4025     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33    480\n",
      "     138  35016   9043   6406    359     18     36     17   1033     18\n",
      "     508  13847     46   2309     50    947   2061      7     17  79561\n",
      "   11143    739    447   6531     17    649  14173   1277    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0     33\n",
      "     426    227    138     43   2342     43    748     26  16191    297\n",
      "      36    848    320    836   1898   1356     13  14162  17571  35906]\n",
      " [     0      0      0      0   6531     33    141     26     87   2185\n",
      "    3924  14160  13701     28   1438   1966      4  22864     43  12676\n",
      "     984   5082    439     18     13   7795     53 120947     17   1272\n",
      "    7975   9539   2990     26   3747      4   9632     18    138   6969\n",
      "      13  11374    356     53  16312     46     17  21093    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33 174641   2330    224     17\n",
      "    5328    589    264     26   1274   2442    155   1756     50     17\n",
      "      21   5851     18      4   1720  12962    824     43   5848     18\n",
      "       4    823     26   1437    639    297   5309    551      1     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1  1  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1 19  1  1  1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 18  1  1  1  1  1  1 26 27  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 31 32  1  1  1  1  1 30  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 18  1 17  1  1  1  1  1  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1 10 33 33 33 11  1  9  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  9  1 19  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  26 | batch x:  [[     0      0   6531     33    170    138    848    320   2212   2072\n",
      "    3161     26 174604     50   4987      4   1115      7     36   1449\n",
      "     234     18    142   4544     10     43     17   1125   1124     18\n",
      "     686     17  40410  27459    155   2626    123     36   3405     26\n",
      "     144    744     53    255     17   7404     17   1951    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   5042      4 174589  16600     17\n",
      "   16107     43     17   2072     17    329      4 174589  43335     43\n",
      "      17  92475     17   5042      4 174589   7637     17    360     43\n",
      "      17   5807     17   4595     53      6   2448    277    578     61]\n",
      " [     0      0      0      0      0      0      0   6531     33   9451\n",
      "     667      7     13   8127     26    706      4     43     17    191\n",
      "     419    196     26   6591    508   1033    160   1940    721   6531\n",
      "    7469   6531    123  29735   1614      4   8061    277  78539    253\n",
      "      17  75091  51649     17   2694   1556      7    155    616     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531   6531     33   5115     53\n",
      "    5029    155  11262     46     17 174672    922   2355  12458  13075\n",
      "    1950      7      4  46322     18     17  18313   7799    447   6531\n",
      "      17   2412     17   2072     17    329      2   5803    635     61]\n",
      " [     0      0      0      0      0      0      0      0   6531     33\n",
      "   14051     63      4  16746     18    869   5007     18    155   2644\n",
      "     155   7240     18   3093   1162    447     17   1857      4    757\n",
      "      17   1856   1855     17   1168   2708     18     43     17   5630\n",
      "       4    947     17   8369   5377     17   1168   3659    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0     33   1000    994\n",
      "      18     28   2495   3576     18   1547   1732   2342     26    783\n",
      "      18   1547     50   4465  10484  23280   5855  50740    784    157]\n",
      " [     0      0   6531     33   5182    542   5775  10374  49415    160\n",
      "    4333     18      4    233     43    213    525   4686    788     28\n",
      "    3206  10254      4   1182      7     17   5376  29144   2176   6531\n",
      "      17  38076     43 148741      4   4031     18     36   5481     43\n",
      "   60236  56848    160   3613  50867  10372     43   3165   6260     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33    440\n",
      "    2294    160    349      7     17    365   2897     17    364     26\n",
      "  174635    160  10321    365     28  42180     20      7    277   1042\n",
      "     113   4062     17    331   2733     17   1195  57312 174634     61]\n",
      " [  1024  32385   1281      4   3033   9417  32385  10391      4  29332\n",
      "    4041     33   1209   4134   9519      4  15947  25247     33   1209\n",
      "    4134   1097      4   9307   6539  32385    756      4  35043   1641\n",
      "      33   1209   4134   6754    908     17   5384    477    555   5102\n",
      "       4   5209   5208    739    448   9485     13   6658  13910     61]\n",
      " [    17   1152     26    260  20552  29170    142    662  28019    310\n",
      "      26   8305    387   2996    297    155  19278      6    493     18\n",
      "    8002     13     17    542   2638     18     26    269   1518     17\n",
      "    2173   4674      4     17   2473     17 174588  18011     43   9953\n",
      "     253   5137  25140    151   1148      7     17   5444    286     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1  9  1  1  1  1  1  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  19  1  9  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1\n",
      "   1  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1  1 30  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 20 22\n",
      "   1  1  1  1  1  1  1 47 48 48 49  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 98\n",
      "  99  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  1  1  1\n",
      "   1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]]\n",
      "Epoch:  2 | Step:  27 | batch x:  [[     0      0   6531   6531     33   1848      4     25   6531    922\n",
      "     261    224     17   1016   7872     18      4   1218     18     28\n",
      "    1465    297   1507     17    894   3151    160    426   8317     17\n",
      "     228   2227     26  10575  55644     18      4    823      2   5137\n",
      "    1242   1241    108    279     18     17    480    138      1     61]\n",
      " [ 36384   2672    155   2443     26  16696   4167    234     18     36\n",
      "    5105   4204   3666      4  10315      7   5207     17  36376    253\n",
      "       4     17   2726     17    405   2725     28   1386   1069      7\n",
      "       6  10867    123     13   1201   2063    155    277      2    886\n",
      "    3666      7      4    968     18     28    277   5115   1342     61]\n",
      " [    33  21514    757   3008      7     36   7349     53    138    803\n",
      "      17   5850   9842      4   2107      7    138  12594    916   1162\n",
      "     162   3661  37133     43   8083    153      7   1461      6  68926\n",
      "      43   5205   1051  75902   5384   1222     17   6645    159     43\n",
      "    6644     18      4    135     36    149    234     53    286     61]\n",
      " [     0      0      0      0   6531   6531     33    529  16576    521\n",
      "    6531   2647  17930    157     18     43   9992 174725    113    448\n",
      "   11280    155    312   6531      4   1593     43   1566   1195     28\n",
      "    6057      4   1182      7     17  68353     85  26069    447   6531\n",
      "      17    151    449    277  10515  12474      4   2281    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   1437   7423\n",
      "     277 174707     26   6688   1002     18     17   9266    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0     33   4728   2558    160     33\n",
      "    4820     18     43    908     26  13862  27703     18    298  17114\n",
      "     266    265   1560   2628   5172     18    240   2558     26    183\n",
      "     459  17646   2787    224     26   5257    419    233    485   5411]\n",
      " [   155  11160   2831    272     46    379  12753    160    484 174626\n",
      "       2   8654   1508     18   5724     17   1512     43    484     26\n",
      "   12753      4   4559     18     26     17    224     17    772     13\n",
      "    9243   7406    277     43    529  61052      4  28283    123    521\n",
      "   47000      6    127    277   1129     17   7255   3659   2696     61]\n",
      " [   138   4465   6531     17 146377      6    506    450  53328    155\n",
      "     592    802   5187     18     13  93271   1849     18   6531      2\n",
      "   16241    224     17   4957    160   4869    253    690    296   1162\n",
      "     447     17   5905      4    757     17   5904   5903     43     17\n",
      "    3576      4    947     17   1657   4956    166    740    944     61]\n",
      " [     0      0   6531     33    784    157     26   2755   3924     18\n",
      "     138   1438   6727    155   1159     18  23958     13   5137    737\n",
      "     459     17   2047   4744      7     17    331     17  40545 174647\n",
      "      43     17   4569     17  11450     26    557   1946      7     17\n",
      "      64     17 174646  17815  38160     17   1560    471   3958     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   4156     50    422     17    679   9217    160  24603\n",
      "     142   1338    277     46     17   2366    338     17   9306     61]] | batch y:  [[  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "   10  11   1  28  29   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1  10  11   1   9   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1  47  48  48  49   1  20  22   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1  20  21  22   1   1   1\n",
      "    1   1   1  47  49   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   0   0   0   0]\n",
      " [  1   1   9   1   1   1   1   1  19   1   1   1   1   1   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1  10  11   1   9   1   1   1   1   1   1   1   1   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1  17   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1  31  32   1   1   1  30\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1  19   1   9\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   0   0]\n",
      " [  1 135   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1  30\n",
      "    1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]]\n",
      "Epoch:  2 | Step:  28 | batch x:  [[  6601   6600     17    654    160   1129     13   5947   6883    155\n",
      "     379    351     36   1940  15187     43    379  24447   1501     53\n",
      "   50629    225   1046    253      2    320    394     18    721   5245\n",
      "    1359   6830    155    234     18  12513    272    163   9602     46\n",
      "     757    233     43   5626    612     18     43  13856   2746     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531   6531     33   5963   5143     18    142   4676\n",
      "     737     17     69      4    757     17  22194   1024   1653     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33    189     17\n",
      "     188    187      4     17  13140     17  27422    379 174697     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "      33  11875    483   2281      2  18232   3862    155    277   1097\n",
      "      26  19493     78  21012   1568     28   5607  40035     78    113]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33  33000   1437      7\n",
      "     713    562     10     17  19317   2060    160  43081     43   4264\n",
      "       4  53258   7326   1021     17    298   3802   1175    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531   6531     33 174722   5253\n",
      "       7     43  14392   4167     20      7    563     17    213   4716\n",
      "       4 151314   1257    447   6531     17    704    160    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531   6531     33\n",
      "    5905      4    947     17   1111  10389    739    447   6531     17\n",
      "     497   9578    277     14   5305    647    460    488    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531   6531   6531     33   5947    142   8805   6531     18     36\n",
      "     802   5907     18  19680    155   1940   4789     17   4987      4\n",
      "    1168     43    654   3426    160   1940     17 131509  56315     13\n",
      "   11450     26    535   1186   4569      4   4832  14208   3968     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0     33    804\n",
      "    3126  31496      6  16047   3199    824    128   1440    449    647\n",
      "    1940      2    277   4469    196     18      4  12597    118     97]\n",
      " [     0      0   6531     33   2175     27     26   2449     18   1669\n",
      "    7122     53     17    497    210  13556     53    266   4657     13\n",
      "    4555     17   5905      4    757     17   5904   5903    739     36\n",
      "    5465    459   3886    488    869   7626    225   1033     18   6649\n",
      "     952     18     17    495     26     30     29      7   1671     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  4  1  1  1\n",
      "   2  3]\n",
      " [ 1  1 31 32  1  1  1 30  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 10 11  1  9  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 10 33 33 11  1  9  1  1  1  1  1  1  1  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  2  3  1  4  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 20 22  1 47 49  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1  1 30  1  1  1  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  2  3  1  4  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 18  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32\n",
      "   1  1  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  29 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33  28287   1141   2497    484     18     47  14051\n",
      "      18   5822    155    552     56   1502   1849   3076    950      4\n",
      "   18217   3524  12588     43   5905      4   5904   5903    944    757]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   5042      4 174589  16600     17\n",
      "   16107     43     17   2072     17    329      4 174589  43335     43\n",
      "      17  92475     17   5042      4 174589   7637     17    360     43\n",
      "      17   5807     17   4595     53      6   2448    277    578     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33   4062\n",
      "      17   2048    171     17    189     17    188    187     26    932\n",
      "      28     17  10056  10055     17 173612  13497    379  96883    529\n",
      "     387     95    521    387   1838     17   8677   3524    755     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    426    425    138   8265\n",
      "     889     28   7280      7     13   2615     43    178   6212     26\n",
      "    3862    622    482  27377    546     17  12883  43827     18    142\n",
      "   31065    155   5562     18    684    298    914    647    596     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33   1127   1126     17\n",
      "    1125   1124     20    160    196  27758    142   1133    192     18\n",
      "       6   4590    706    277   1129     17   5305    160  27502     61]\n",
      " [     0      0      0      0   6531   6531     33    751   1175   3860\n",
      "    3934    604      4   2549     18      4   4366     18    155  12279\n",
      "    5775    622     43   4233   3431     18      4   6605  29869     18\n",
      "    5923    112    260     17    338   1399   1758     17   4696  66387\n",
      "       4  69257     18   1149    210    715    160   9145    253     61]\n",
      " [    33    149    148   2104  19044 144756    917   4817   2810     43\n",
      "     149    419   6233     26  18869  18868     28   2104    702  24180\n",
      "   11177     17   2990     43  17287     17  29654   1621      4 119112\n",
      "      18     17  18094   9186   3543  15132  27965     18  17468     26\n",
      "     804    143   7596    459    339  10433    405    359   5411     61]\n",
      " [    10     17  73995   3524  29937     56     18     17   3636   3563\n",
      "      17  13140      4   5115     18     28     17   3055   2903    962\n",
      "      17    523    163    869    320    323    162    153    142    158\n",
      "     157     17    108   9691     17    541    157     26  10974   5669\n",
      "    4666  23892   3725     46     17   4602  59462    379 174739     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   1721     43    264     17   2070    155    163   5103\n",
      "   47164      4   5995     26   3218   8714    160   1042    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    108  13375     26     17    229     17  32837     26\n",
      "   30801  83641      7   3642     17   2943     88     26   3615     46\n",
      "      17  12839     17  34830    253     17    848    320   3864     61]] | batch y:  [[ 1  1 31 32  1 30  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "  19  1  9  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11\n",
      "   1  9  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1 10 11  1 28 29  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  4  1  1  1  1  1  2  3  1\n",
      "   1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 10 11  1 28 29  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1\n",
      "   1  1 28 29  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  30 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33     54     53      4   1314     18\n",
      "      43   1693     17   3794     50  28992     17   6061     17   6060\n",
      "      26    932     28     10  15139   1341     17   4299   7143     18\n",
      "      26   2269  10045    193    192     18   1449    419    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0   6531     33 174586    671 174585\n",
      "      17   2246     17  14236     17 174584   2244 174583  78377     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33 166737\n",
      "      18     26   7281    261    224     17    316   1710     26  13594\n",
      "    6285   8742     18   1406    277   1795   7700     53      1     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33   2070    508    114   4299   1234     18     26\n",
      "    2072      4  16986  16985      6  70730    152     18     43  40970\n",
      "    6410   4399     18      4   2018     18    155    304     10   3736]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33    831  27641     43 167571  15115      4   2931  22637\n",
      "     123     43   5573     18      4  26605    234     20     18     17\n",
      "   24885  48282    266   3053  22269  13909     53     50  14328   2048\n",
      "    1997   6531    592   2007  34997   8243   5187   6748  40165     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   8803   8802   7342    123     13\n",
      "     968  14028    633   2248    387      7    549    277     17   1348\n",
      "      17    141   3741     26     17 174653     28    670    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33   1129     43    772     43    379    694     43  13744   4232\n",
      "    7255    128      6    843    379    193    192     18   1021   1033\n",
      "   15088   2720     18      4  31021      7     36   5481    622    535\n",
      "     138    497     30  21615     18     17   4281   1434    286     61]\n",
      " [     4  27146     43  23912     17  11143     17   3472     43     17\n",
      "     189     17    188    187      4 174645  19946     43     17  12717\n",
      "      17  13449     17   4221     17   2356     17    541    157      4\n",
      "  174645   4569     43   2392     17   3362     17    948     17  20312\n",
      "     605   5491     53      6   2448    737    277   8839  65661     61]\n",
      " [   882    351     36   7477     18    860    353   9146    449  29224\n",
      "    6531     17   3866   1162     17   1942  60096   2753      7    138\n",
      "     248   2196     18     50   1547   7477  23174     18    266   1027\n",
      "    2810     17  18620    471    836     43    541    157   2330    224\n",
      "      17  23264      4   2196     18     26    494    260   1494     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "    6531     33   6951      7     26    235   2347    155   1686    701\n",
      "    8831     10     46     17   6106   7699     43    263   8958  66184\n",
      "       7     17 174683 174682      4   7704     18    251    442    605\n",
      "      17   1940     17 174681     26     17   1292    138   1311     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1  1  1  1 30  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 10 33 11  1 28 29  1  1  1  1  1  1  1  1  1  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1\n",
      "   1  1 17  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  1  1  1\n",
      "   1  1  1  4  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1 19  1  1 28 29  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1 18  1 17  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  9  1  1  1 10 11  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  31 | batch x:  [[    33    264   1323     26   1051     17  18517     17 174716     26\n",
      "    1309    151      7    549     43  19763      4    309     18     26\n",
      "    2926 174715    128     28   1947    153   1773      6     17    149\n",
      "       7   1947  56036    155     17    264     26  13408   3053    128\n",
      "    8271    162    153    296     33   7931    447  23921    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   6515     26    937    379\n",
      "   21268     13   2593    871    542   6688      7      4    968     18\n",
      "      17  17231     26    293  46993    234     18    277   1018    148\n",
      "      17  12214  17924      4   6690   2222     18    286  16484     61]\n",
      " [    43   3654     88     17    108   9323     17    228    227     17\n",
      "    1097     26   4343    709     43  29413     26    276   2048    162\n",
      "     153     43   2500     26    276   6641   3705    149    419   8645\n",
      "      18     28    348  38418   1620  36905  47442      4   4228      2\n",
      "    1785   1984   6641     26   1971   1359     50   2006    157     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   1940      4   1959     18      4\n",
      "    1908     18     17     16   4421     43   4364    253    155     17\n",
      "    5217   4533     18      4    135     20     18     17  45700   3723\n",
      "    3033     50  12211   5177    160   4408    253    266  57967     61]\n",
      " [     0      0      0   6531     33   2072      4   9497   2992     43\n",
      "    1548      4  17973     17   4855   7706    193    192     18      4\n",
      "    6539     13   6101    449    438   3219     17    518    516      4\n",
      "   12769   2837    355     13   1133    192     18      4   9207     18\n",
      "    1667    297    296  14721   4483     17    158    157    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   1721     43    264     17   2070    155    163   5103\n",
      "   47164      4   5995     26   3218   8714    160   1042    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33    529    353   1620  62853  16442     43  10250     17  98086\n",
      "      17 174684    521    518      4   9312   5747    225      2    226\n",
      "      18     17  35787     26    223   5298 146587     18    155   2681\n",
      "    5587     10    862     17    103     10  96797   8755   1607     61]\n",
      " [    33   1037    160   3613  31793      7     26  16492    589     17\n",
      "     336     28    316   1710    160    541    158    157     26    683\n",
      "    6782 174637     18    266  75209  45847      4    379    735    138\n",
      "      43   1651     26     17   3847    138  11117   1300    379   8273\n",
      "      18    155 135868  10568    155    449   1982   7196   5796     61]\n",
      " [     0      0      0      0      0   6531     33 117252     18    142\n",
      "    9037      7    421    183      2  28070      4    309     18     26\n",
      "   15233  12872      4    570      7   3955     43   2246    155  20659\n",
      "      46   4336   2551   2550    104     17   8198    680     53     43\n",
      "  174680  16602  57795    272   7247   2708    160  14628    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    2988      4  63851   2471    739     43   1281      4  15213    555\n",
      "     739     17   1857      4   1856   1855     17   1168    757     18\n",
      "       6   1221    355     26    843    432    297   5237    113     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  9  1  1  1  1  1  1  1  1  1 19  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  9  1 10 11  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 20 22  1  1  1  1  1 47 48 49  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  4  1  1  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 17  1 18  1  1  1  1  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 10 33 11  1  9  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1 28 34 29  1 10 11  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 54  1\n",
      "   1  1  1  1  1  1  1  1  1  1 53  1  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  32 | batch x:  [[   277      2   6531   2514   6581   6531    123     26    931   2613\n",
      "     838   5135    155   5670     50  13151     18      4    276    912\n",
      "       2   7244  10879     43  11675   3971      4   1241   7716     18\n",
      "      17   4106   4097  59086   1352   8992      7    155   1963     26\n",
      "   45490   6254   2810    234   5670    503     17   1097    286     61]\n",
      " [     0      0      0      0   6531     33   1948   1839     17   1962\n",
      "    1946     18      4    654     18     13   3414     43     17   3512\n",
      "     744     43   1515  10802    155   4832  14208   3968     13   3414\n",
      "     622    261    503     17   4569     17  11450    155   4640      6\n",
      "     480    482   1840    315     53   2618    622   3376    253     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33  27559    155   1982    277    337  19757\n",
      "      26    951   1732  19757   9356    272  10268    509    823      2\n",
      "    1152     18     17   1157     26   1193   9654   1475   1129     26\n",
      "   34124  54953    155  59833   7204 174710  21575   5542   5541     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "   21036   5019  39252      4 174639    123     13    373     18   8022\n",
      "    3725     17    654   2116  26966      7     17   2353  24627     61]\n",
      " [     0      0      0      0   6531     33   4429    151      7   2774\n",
      "    1514  49248     26    962   1958    471    612    701     17   1958\n",
      "    2787   1170     28   1136     17   1292    258     43    535    138\n",
      "    3417   2841     13   3435   5641     43   1000   1974     18    984\n",
      "    1438     43  18940      4   2260    437      7    606   1940     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531   6531     33   4432   1977  20376    155   5170\n",
      "    6531   3435    447     17   3428   3427     17   1125   1124    160\n",
      "    1940      4    131     18     26   1030    123     17  13819   2471\n",
      "      17   2963   4487   4486     18      4  15073     18    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    493     18  14805   3052\n",
      "      18      4    233     17  18624   2075     28   4623   1533     18\n",
      "      17 174546   2197    447   6531     17  45009    160    781     61]\n",
      " [ 33962     18    138   5220 174581     18     28    236  33396  71128\n",
      "      18     28    647    583     36     17  16008    142   1518    138\n",
      "    6802   1506     43  25083 174580    138    941    233   3226     17\n",
      "    8394   1204      7  15130     43    553   3835  14654      4     25\n",
      "    6272   1277    647    583    260   4498   1206    160    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    170    138   1959    972     18     26\n",
      "    4411   1069    128   1990   1940     43     17    234   1974     26\n",
      "    9318   8314    277    421   4419   1959    972     18    155   4429\n",
      "      18   3648      4   2281     18   4770    297    494   1977     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33   7298     18\n",
      "      13    117   1465   1738    449    916   2072      2   3601    261\n",
      "    4218     17   1756   1860    155   2630     18      4  11722  12431\n",
      "     916   2072      4   1951   1411   1838      2    447   8461     61]] | batch y:  [[ 1  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1 19  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1 17  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 20 22  1  1 23  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 18  1  1  1  1  1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  4  1  1  1  1\n",
      "   2  3  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 20 22  1  1  1  1  1 47 49  1  1  1  1  1  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 10]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 98 99  1  1  1  1  1  1  1  1  1\n",
      "   1 17  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  2  3  1  4  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  33 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33   2726     17    405   2725     28   4733\n",
      "      26     10    753    419   3821   1162     46   1701   2453     18\n",
      "     277    261      2   1826     10    421    447    494    488     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33    421   8528    155   4197     46   1735    524\n",
      "      43    484   8656   2796     18 112104    155   1751    138    379\n",
      "     772     43   1129    340    379   2675    160    484      4    940\n",
      "      13   2403   5998     43   3095   2063    155   3893    737    141]\n",
      " [  2389    447   6531     17    497    706   4473      4    320   1434\n",
      "      47    240   5752    706    702    277    421     43     17  15227\n",
      "     277    371  18853    190   6531  22087     17    541   5102     50\n",
      "    2077  57723    123     17   3113     17   2621 119786   2389    447\n",
      "    6531     17   6764   1141    635    162    153    160    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0     33    329     26  63769   7168  29742\n",
      "      18     28    567   2519     18     28   1556     18     43   5108\n",
      "    1021  12623  28568    123    240    753    419    760   3488     18\n",
      "       4  10170     18    155   1409     10   2762      4    953    113]\n",
      " [  1324 174642      7    671    529   9954     13   6531  17066  11806\n",
      "     113   6531      4  16487  88667     17    871      7   7264     17\n",
      "    8422     50   6531     17  75957      4   4665    113   6531    521\n",
      "    1664   1072     18     26    682     43   4167      7      4     57\n",
      "      18     26   1455  52211 134081  84791      7     10    458     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0     33    772    138   1303   5812    155   1517    142  34702\n",
      "    1995      7   6189    155   1686    432    297    494    488      1]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33    401     17   6693     26   3120\n",
      "   13708    160   3362     58     28     17   8953     17     95    409\n",
      "     138  97437 174625    145     20     18   2247   1240   2389     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33   4264     17  13117   3741     26   9222\n",
      "   12007    128    155     17   5460     17   6306     26   4728   3448\n",
      "     160     33   7931     50  15182   1301     10     46  46793  22442\n",
      "    2897     18     17   4603 174632    277   4196  39099    846     61]\n",
      " [  1863      4   6531   2724     26   6531    449     10    261    438\n",
      "      17    193    192     18     26  11277      6  27910    155   1528\n",
      "    4748     43    662      4   8652     18    298  10404    524    155\n",
      "    1961     53   2996    261     17    617  14011    160  27910     17\n",
      "    8306      4   1304     20     43   1115    284      7    324     61]\n",
      " [   192     18     26    137    160   4460   6454     26     17  13560\n",
      "   13559     17   5425   4460     43  56333    226   1585     53  18972\n",
      "      26    562    261     38   6123     18    142  33810     43  25827\n",
      "   65201    128     13    684     17    605     53    155   2043  26357\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "     824     43  16457    128   8550    155   9434    620   4460     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 11\n",
      "   1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 10 33 11  1  9  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1 17  1  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1\n",
      "   9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1 10 11  1  9  1  1  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1 71  1  1 69 70  1  1  1  1  1  1  1\n",
      "   1  1]]\n",
      "Epoch:  2 | Step:  34 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33  30414     26   3915    182\n",
      "     449    647  30259     17   2070  12161     17    112    286     61]\n",
      " [   253      6  10386      7     13    802    160  10853   1865      4\n",
      "   32790      7  14260   1406    296    379    415     43   1517     17\n",
      "    2070     17    112     17   2072     17   3511     17   3094     17\n",
      "     193    192     18    379   3860    604      4   2549     18      6\n",
      "    3225   9094    114     18     17    447    261     17   8315     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33    529 174601    521   1234 174600\n",
      "     138     43   4013    160   4167     18     26  29139   3583      6\n",
      "    7417      2    456     17    401     17  36934     26    620  88445\n",
      "    1876   1424     18      6   9716    272    224     17 174600     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33  29886  44045    182   1738   1507    365    788\n",
      "      43    772     50   1851     18    671  26157    277  11173    113]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0     33  21262     26   5709    160  25104     18    155   2246\n",
      "      26   1638   1029     50  11672   6802      4  12847     18    142\n",
      "    4105    155  12166  21262      4    309     18     26    493    113]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33   2251 174700      4    213     18    449\n",
      "      17     69     17   8929     26   1566  67937    277    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531   6531     33   7092     26   4841  27961\n",
      "     754     18     28  16868   5520     26    305  29082  10403     18\n",
      "       4    220     17  20359   9156    447   6531     17   9957      4\n",
      "    1902     18  18408    155   3862    647    148  10265    286     61]\n",
      " [     0      0      0      0   6531     33     89     88      4     17\n",
      "   15244   1010  15243    142   4411 125971    282      4    654    440\n",
      "      17  20018  14683   2244   5077    447   6531     17  27567  45926\n",
      "    2340  15244   1010  15243     18      4     25   1465    155   1831\n",
      "     272      2   6730   1434      4    234     18    277    190     61]\n",
      " [    43    298   6932    182    155    231     18    142  10386      7\n",
      "    5305    338    155    917     17   1218    160   2768   1655      4\n",
      "      25  67386    887    155    885    493    546     17   2269      4\n",
      "   16554  14624   1544   4075   4331   4330      6    848   2259   3593\n",
      "   12594   6101   6449     18     50   1261    277    421      1     61]\n",
      " [     0      0      0      0      0      0      0   6531     33    106\n",
      "   20717    158    157     18      4    407     36   9709    488     53\n",
      "     797     17 174663   3009     13  21230     18     26  19670     53\n",
      "     142    717    465     17   2269     17  71492     50   2012  30254\n",
      "     190    529  14560    521 174662  12000    529  26934    521     61]] | batch y:  [[ 1  1 18  1  1 17  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1 17  1  1  1 18  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1 17  1 98 99  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1\n",
      "   1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1 10 33 11  1  9  1  1  1  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  2 58 58  3  1  4  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  35 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33 174685  30399     43     17   9028     17   9311\n",
      "      43   3104   5414    450      4    680    956     17 174685   1331\n",
      "       4   9155     18  28939     17   1940     17  38885     26   3480\n",
      "       4   1184  20343     18      4   4219     43   6490    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33     89\n",
      "      88     26    233    332   1301    421    671   1857     43   6796\n",
      "      17   3511     26    401     26   5309    225   4505   4055     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    353   7600    639    266\n",
      "    3644    355  23206    737    297   3087   1051    438     17    772\n",
      "     508   7866   1135   1134   1844    155   3064   1162    260    191\n",
      "     419 174596   6836    118  17163   1989     43   1517   1722     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0   6531     33   2072     43   3094     17   2246\n",
      "      17   2070     17   2269     26   8831    261   1795  17335     18\n",
      "   17772    421    438     17   5604 174657    123    160    781     61]\n",
      " [     0      0      0      0      0      0      0      0      0   6531\n",
      "      33    213  94090     28   2420   1148      7     36   9360   8458\n",
      "      43     17   3389     43   2274   3756     18     17 174695 108392\n",
      "     138   1597   2099     17   6956     17 174694     26   4736    262\n",
      "       7     10  22288    253     17   7430    155   5173   6748     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33   7780\n",
      "      26   1372   2184   2183     28  10070   3807     43 174582     26\n",
      "    1368  16863      7    277     17   6641     17   7616    113     61]\n",
      " [    33   1095     53     26   1766   2963      7    155    280   6531\n",
      "      17   2292    277     17   6406    744   3166      4   1502     43\n",
      "  144394    940      4   2294     18    142  25827    340     17   1352\n",
      "       4   6225     18      2   8313    155   6531  10796   3076     17\n",
      "  174603   3255     17   1125    667   2109    160   1756   2897     61]\n",
      " [   158    157      4    940     43    279     17    999     17   2342\n",
      "     340    379    525    158    157     26   3974   1646   3899    138\n",
      "    7751  18290   1162    701   1504  13187    142   5703      7   3862\n",
      "     155   3419   1162    447   8930    739     43  32102   1588  32101\n",
      "    1653     17   3525   3524   3362     17    289   7380    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "      33  22025     18    142    381     26   2495  31852     18    138\n",
      "    1903   9143      7     36    298   8158   2050      7    916    635]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    108   5439     26    838   2516     18\n",
      "       4    233     17    236   5013   7154    155   1736    578     61]] | batch y:  [[  1   1   1   1   1   1   1   1   1   1   1   1  19   1   9   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1  19   1   9   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1  18   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1  17   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "   18   1   1   1   1   1  17   1   1   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1  19   1   9   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1  10  33\n",
      "   11   1   9   1   1   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1 118 119   1   1   1   1   1   2   3   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1  17   1  18   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1  10  11   1   9   1   1\n",
      "    1   1   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1  10  33  11   1   1   1   1   1   1   1  28  29   1   1\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]]\n",
      "Epoch:  2 | Step:  36 | batch x:  [[     0      0      0      0      0   6531     33   6028   3470   2928\n",
      "       7  25557    155     17   6466   3450     26  26661    998     17\n",
      "    3454     17    777     18     50  23523    432    916     17 113670\n",
      "      43  19942    340     17  13249   1550    162    153    447   1556\n",
      "   30555 154571     18      4  15960   2842     18      4  12925     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   1892    128      4   1434\n",
      "      43    908  16156    224     17    108   5026      4    940   2156\n",
      "     155    305     18 146029    277    309     18     17   2073     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "   12441    622   4264      4 174548  29013     43    193    192     18\n",
      "       4 174547   4783     17    691     18      4  84440  37723     61]\n",
      " [ 45275   1551    160   1047   1046     18      2   2862    261     43\n",
      "      17   6398     50      2    162   3580   6531  31249      4  11461\n",
      "    6531     10     17   1860  15730    471     43    662    142   5912\n",
      "    5907     43   1129    138   4029     46     17   6587   7255     50\n",
      "     489    488    155   1851     18    447   6607    253      1     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "     329     26  13803 135420  13801     50   3827 174678   2244 174677\n",
      "      17    726     17   1269    249    138    329     26    312     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   8356    138    363    319\n",
      "     162    153   2330    338  78394 166737     18     50  21951    160\n",
      "    2273     18      4   1244  10752    148     17    329     26  50618\n",
      "  107650     78   7167     17  40410   8782     18     50  11473     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    264     17  10806     26   1272    359\n",
      "      28   2713 174721  21948      4  38110    255   3613   2794    394\n",
      "      17   3278    706     10    534 129744     18     36   3514     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33    264     17   4220     26    213 174573 174572\n",
      "  174571    142  71784     26  24741   9674   6862    679   3563     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531     33  11173  47767\n",
      "     128    138    951    702     10    231     18    447     17    735\n",
      "       4    289   2805     43   3034     18     17  11549  11223     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531   6531     33  12414    199      7     36    329     26\n",
      "    4328    163   7458      4   5560     18     13   2072    155   2556\n",
      "    7981    635     47     17  13819  33206    155    138    649   1823\n",
      "    6531     17    447    862     17   1657   7970     59     84     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1 19  1  1  9  1  1  1  1  1  1  1  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1 28 29  1  1  1 19  1  1  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  2  3  1  4  1  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  9  1  1  1  1  1  1  1  1  1  1  1 10 33 11  1  1  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1 10 33 33 11  1  9  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19\n",
      "   1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1 10 33 33 11  1  9  1  1  1  1  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 20 22  1  1  1  1  1  1  1 23  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 18  1\n",
      "   1  1  1  1  1  1  1 17  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  37 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33   1167     18     13    272    772     43   1129]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33    141\n",
      "      26   9353   1370      4   1819   3644   2253    358      7  51315\n",
      "      17  27605  27604     18     26  12420  41270     18    277     17\n",
      "    1097   7290     26 174670 174669      7     17  29522   1370     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   1033    142    802  14182\n",
      "     123      4    407     36   1858   1940    224     17  68805     26\n",
      "    1974     43   1371     50   2595     18  25471    916   9102     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0   6531   6531     33  10551\n",
      "       4  10284      7     17    735      4   3034     43    289   2805\n",
      "      17  11549  11223    447   6531     17   8652    142    353    142\n",
      "    5231    151      7  12332   1481    453  11879   1481   3489     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0   6531     33    932   1148      7  12141    261    503\n",
      "      17   2130     17  12906     26   1317    138    962     17   2108\n",
      "   13142     43   5146   2842   8644      4   7449    123     36   3765\n",
      "     824     10     46  19437  20559      7     17 174691    716     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0   6531\n",
      "      33    255    541    158    157    503     17    350   5882     26\n",
      "    1758     43  29007    824     17    293  83116    155  11176   5312\n",
      "     448 174576    355     26  12179    158    157    589  15063     61]\n",
      " [     0      0      0      0   6531     33    264     43   2070     17\n",
      "     112     17   2072     17   3094     17   3057     17    193    192\n",
      "      18   2156   3087   3101     18     43     17  13197     43   3591\n",
      "   12706     17   6905     17   2839     17  44661   1010  46154     17\n",
      "   22743   2156    298   2066    225  11255      2   7815    113     61]\n",
      " [     0      0      0      0      0      0   6531     33   4858    155\n",
      "    7964    160 174741   2746     50  30101   5850    155  17675    296\n",
      "    1016   8119     18   1751  17857    253   1810     17    426  12122\n",
      "       4  14129  14128     43  12214      4  25143   3524   7799     17\n",
      "    5237    749    359     17    480    138   1529   1518    286     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0   6531     33  11922\n",
      "       7  23598     43 117213   7648  11081    151    394     25  12561\n",
      "      17   8890  11298    160   2501    113     17  64333  11243     61]\n",
      " [    46     17   4849    121    165    589   5205     43   3636    163\n",
      "      50  21336    163  15069    155   4465    573      6   3908     17\n",
      "    1171     43   1502   2698     17    494   4544   1631    155  13962\n",
      "    1659   2215    760     18      4   1227    258    148     28   3224\n",
      "    1631   3046    142   9345     18     17   8930   1865   1475     61]] | batch y:  [[ 18   1  17   1   1   1   1   1   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1  10  11   1   9   1   1   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1  17   1   1   1   1  18   1   1   1\n",
      "    1   1   1   1   1   1   1   1   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1  20\n",
      "   22   1   1   1   1   1   1   1   1   1   1   1  23   1   1   1   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1  36  37   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1  38   1   1   1   1   1   1   1   1   1\n",
      "    1   1   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1  55  56   1   1  95  97  96   1   1   1   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1  17   1   1   1  18   1   1   1   1   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1  31\n",
      "   32   1  50  52   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   0   0   0   0   0   0]\n",
      " [  1  20  22   1  47  49   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1  69 147  70   1   1]]\n",
      "Epoch:  2 | Step:  38 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0   6531     33\n",
      "    5658     17   8054    108     17 174705     26    312   2911     33\n",
      "    9124     17 174704     17   2389     17   1393    379 174703     61]\n",
      " [     0      0      0      0      0   6531     33   1944     26    480\n",
      "     962     17   4236   4232   7697   5830      7     13  23372   1238\n",
      "     701   1086    471   1029    162    491    160   1940     36    617\n",
      "      18   3040     43   2773    155    153    455   2443    394   2797\n",
      "     142   1944      4   1304     36     46     17  46689   7517     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "    6531     33   2072     17  28052     26    803    277  16883     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33     33   4950     17  27611\n",
      "      26 174561     43     17     33   4950     17  10310     26 174560\n",
      "     379   1511   2749    912   1277   4728    297   3052    113     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33   1664    128    449     17\n",
      "    5567    160    231     18    138   7587   1829    148   1949   1602\n",
      "      18     28   8695     18      2   7647    296     17   9847      4\n",
      "     289   2805     43    135     18     17   9848   1384    959     61]\n",
      " [ 15682     10     43   8119      4   1016     18      6   1409  11065\n",
      "   22948   5322    940   1993    261     17   3661      2    286     33\n",
      "   20675     17    141     26   8119      4   1016    193    192     18\n",
      "      26   2433   9365    142   2186   8989   8403     18    155  79885\n",
      "      43   2186   8989   8403  13390     36    346    737   2471     61]\n",
      " [     0      0      0      0      0      0      0      0   6531   6531\n",
      "      33   1096    297   7307    438     17   5658     17  41480    108\n",
      "      26   5709     53     26   5604  37954      7   1520     10   5669\n",
      "     160   7799     58      2    447     17   1348     17   8782   6504\n",
      "      26  10781      7      4   1224     18     17   9284  29519     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33 157641    253    449     17\n",
      "    1857      4  36647   9984     33   1209   5241   5520    113     61]\n",
      " [   258    163    721   4758      7    155   7947     10  26598  13225\n",
      "     260      2    529   1525     17 104491  11305   9087    448   4381\n",
      "     521   6531  27365    846    448 174696   9156   6531     17  11230\n",
      "      53     26   9534     17   5301   4740      7    150     46   5298\n",
      "      78     18      4   1115   8745      7     17 174696   9156     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0   6531     33    420      7   2797     26\n",
      "    2072    210    155   1532   1354    488    234     18     10     17\n",
      "     480    138    329     26    328     46     17   7970    253     61]] | batch y:  [[ 1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1  1  1  9  1  1  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  9  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  1  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1 19  1  9  1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 19  1  9  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1 20 21 22  1  1  1  1  1  1  1 23  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1  1  1  1  1  1  1  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1 10 33 33\n",
      "  33 11  1  9  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 10 11  1  9  1  1  1  1  1  1  1  1  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1 31 32  1 30  1  1  1  1  1  1  0  0  0  0  0  0  0  0\n",
      "   0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]\n",
      " [ 1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1  1  1  1  1 17  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1  1\n",
      "   1  1]\n",
      " [ 1  1  1  1  1  1  1 19  1  1  1  1  1  1  1  1  1  1  1  9  1  1  1  1\n",
      "   1  1  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0  0\n",
      "   0  0]]\n",
      "Epoch:  2 | Step:  39 | batch x:  [[     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0   6531     33  12789    123    245    112     26     87   5705\n",
      "     715     18     28   3814     17   8078   5556   8558      4  38846\n",
      "    6510  40728    253    240     17    848    320    884    846     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0     33   1195     26     87   2185   9587   1940   9586\n",
      "      28   1395   2398      4   1368   1367      7    277   7616    113]\n",
      " [     0      0      0      0      0   6531   6531     33    421   1143\n",
      "   26204     10    421    589   3800    162   9033   1375     18   1143\n",
      "    2687    296      2    293      7   6531   3419     17    756     26\n",
      "   40802     43  14548     26   5005    225    224     17   5885   1008\n",
      "    4594   7143     17   2553     53      2   4100   4594    253     61]\n",
      " [     7   8596    155   3064   6531     17  19886   1249   1732  19886\n",
      "    6531    589   5191   3027     43   6531  42669   8229   6531    589\n",
      "     570   3847   8293  27360    224     17 138360      4   6239     18\n",
      "       4    233     17 156134   2244    555      6    127   6141      4\n",
      "     440    846 174623    592  37184   7293   5187   2331  37184     61]\n",
      " [     0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0      0      0      0      0      0      0\n",
      "       0      0      0      0     33  10054     26   3120  16364    192\n",
      "      18      4   1115  11871   1508      7     10    862   1301  10016]] | batch y:  [[  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1  17   1   1   1  18   1   1   1   1   1   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1  10  33  33  33  11   1   9   1\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1  19   1   9   1   1   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   0   0   0   0   0]\n",
      " [  1   1   1   1   1   1   1   1   1   1   1   1   1   1  69 147  70   1\n",
      "    1   1   1   1   1  71   1   1   1   1   1   1   1   1   1   1   1   1\n",
      "    1   1   1   1   1   1   1   1   1   1   1   1   1   1]\n",
      " [  1   1   1   1   1   1   1   1   1   1  10  33  11   1   9   1   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0\n",
      "    0   0   0   0   0   0   0   0   0   0   0   0   0   0]]\n"
     ]
    }
   ],
   "source": [
    "device = torch.device(\"cuda\" if torch.cuda.is_available() else \"cpu\")\n",
    "BASE_DIR = './data/'\n",
    "BATCH_SIZE = 10\n",
    "\n",
    "word2ix = pickle.load(open(BASE_DIR + 'word_index.pkl', 'rb'))\n",
    "embedding_matrix = get_embedding_matrix(word_index= word2ix)\n",
    "encoder = EncoderRNN(WORD_DICT_SIZE+1, EMBEDDING_DIM, ENCODER_DIM, embedding_matrix)\n",
    "\n",
    "test_data, test_tag = pickle.load(open(BASE_DIR+TEST_DATA, 'rb'))\n",
    "\n",
    "encoder_optimizer = optim.SGD(encoder.parameters(), lr=0.01)\n",
    "\n",
    "torch_dataset = Data.TensorDataset(torch.tensor(test_data), torch.tensor(test_tag))\n",
    "loader = Data.DataLoader(\n",
    "    dataset=torch_dataset,      # torch TensorDataset format\n",
    "    batch_size=BATCH_SIZE,      # mini batch size\n",
    "    shuffle=True,               # random shuffle for training\n",
    "    num_workers=2,              # subprocesses for loading data\n",
    ")\n",
    "\n",
    "def show_batch():\n",
    "    for epoch in range(3):   # train entire dataset 3 times\n",
    "        for step, (batch_x, batch_y) in enumerate(loader):  # for each training step\n",
    "            # train your data...\n",
    "            print('Epoch: ', epoch, '| Step: ', step, '| batch x: ',\n",
    "batch_x.numpy(), '| batch y: ', batch_y.numpy())\n",
    "            \n",
    "show_batch()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "output, hidden = encoder(torch.tensor(batch_data))\n",
    "output"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('O', 1),\n",
       " ('/people/person/nationality__E1B', 2),\n",
       " ('/people/person/nationality__E1L', 3),\n",
       " ('/people/person/nationality__E2S', 4),\n",
       " ('/people/person/children__E2B', 5),\n",
       " ('/people/person/children__E2L', 6),\n",
       " ('/people/person/children__E1B', 7),\n",
       " ('/people/person/children__E1L', 8),\n",
       " ('/location/location/contains__E1S', 9),\n",
       " ('/location/location/contains__E2B', 10),\n",
       " ('/location/location/contains__E2L', 11),\n",
       " ('/people/person/place_of_birth__E1B', 12),\n",
       " ('/people/person/place_of_birth__E1I', 13),\n",
       " ('/people/person/place_of_birth__E1L', 14),\n",
       " ('/people/person/place_of_birth__E2B', 15),\n",
       " ('/people/person/place_of_birth__E2L', 16),\n",
       " ('/location/administrative_division/country__E1S', 17),\n",
       " ('/location/administrative_division/country__E2S', 18),\n",
       " ('/location/location/contains__E2S', 19),\n",
       " ('/business/person/company__E1B', 20),\n",
       " ('/business/person/company__E1I', 21),\n",
       " ('/business/person/company__E1L', 22),\n",
       " ('/business/person/company__E2S', 23),\n",
       " ('/location/country/capital__E2S', 24),\n",
       " ('/location/country/capital__E1S', 25),\n",
       " ('/location/administrative_division/country__E1B', 26),\n",
       " ('/location/administrative_division/country__E1L', 27),\n",
       " ('/location/location/contains__E1B', 28),\n",
       " ('/location/location/contains__E1L', 29),\n",
       " ('/people/person/place_lived__E2S', 30),\n",
       " ('/people/person/place_lived__E1B', 31),\n",
       " ('/people/person/place_lived__E1L', 32),\n",
       " ('/location/location/contains__E2I', 33),\n",
       " ('/location/location/contains__E1I', 34),\n",
       " ('/people/person/place_of_birth__E2S', 35),\n",
       " ('/people/deceased_person/place_of_death__E1B', 36),\n",
       " ('/people/deceased_person/place_of_death__E1L', 37),\n",
       " ('/people/deceased_person/place_of_death__E2S', 38),\n",
       " ('/location/neighborhood/neighborhood_of__E2S', 39),\n",
       " ('/location/neighborhood/neighborhood_of__E1S', 40),\n",
       " ('/business/company/place_founded__E1B', 41),\n",
       " ('/business/company/place_founded__E1I', 42),\n",
       " ('/business/company/place_founded__E1L', 43),\n",
       " ('/business/company/place_founded__E2S', 44),\n",
       " ('/people/deceased_person/place_of_death__E2B', 45),\n",
       " ('/people/deceased_person/place_of_death__E2L', 46),\n",
       " ('/business/person/company__E2B', 47),\n",
       " ('/business/person/company__E2I', 48),\n",
       " ('/business/person/company__E2L', 49),\n",
       " ('/people/person/place_lived__E2B', 50),\n",
       " ('/people/person/place_lived__E2I', 51),\n",
       " ('/people/person/place_lived__E2L', 52),\n",
       " ('/location/country/administrative_divisions__E2S', 53),\n",
       " ('/location/country/administrative_divisions__E1S', 54),\n",
       " ('/location/neighborhood/neighborhood_of__E1B', 55),\n",
       " ('/location/neighborhood/neighborhood_of__E1L', 56),\n",
       " ('/location/neighborhood/neighborhood_of__E1I', 57),\n",
       " ('/people/person/nationality__E1I', 58),\n",
       " ('/people/person/place_of_birth__E2I', 59),\n",
       " ('/sports/sports_team/location__E1B', 60),\n",
       " ('/sports/sports_team/location__E1L', 61),\n",
       " ('/sports/sports_team/location__E2B', 62),\n",
       " ('/sports/sports_team/location__E2L', 63),\n",
       " ('/people/person/nationality__E1S', 64),\n",
       " ('/business/company/major_shareholders__E2B', 65),\n",
       " ('/business/company/major_shareholders__E2L', 66),\n",
       " ('/business/company/major_shareholders__E1S', 67),\n",
       " ('/people/person/place_lived__E1I', 68),\n",
       " ('/business/company/founders__E2B', 69),\n",
       " ('/business/company/founders__E2L', 70),\n",
       " ('/business/company/founders__E1S', 71),\n",
       " ('/business/company_shareholder/major_shareholder_of__E2S', 72),\n",
       " ('/business/company_shareholder/major_shareholder_of__E1S', 73),\n",
       " ('/location/country/administrative_divisions__E2B', 74),\n",
       " ('/location/country/administrative_divisions__E2L', 75),\n",
       " ('/location/country/administrative_divisions__E1B', 76),\n",
       " ('/location/country/administrative_divisions__E1L', 77),\n",
       " ('/location/country/capital__E1B', 78),\n",
       " ('/location/country/capital__E1L', 79),\n",
       " ('/sports/sports_team_location/teams__E2B', 80),\n",
       " ('/sports/sports_team_location/teams__E2I', 81),\n",
       " ('/sports/sports_team_location/teams__E2L', 82),\n",
       " ('/sports/sports_team_location/teams__E1S', 83),\n",
       " ('/people/person/ethnicity__E1B', 84),\n",
       " ('/people/person/ethnicity__E1L', 85),\n",
       " ('/people/person/ethnicity__E2S', 86),\n",
       " ('/location/country/capital__E2B', 87),\n",
       " ('/location/country/capital__E2L', 88),\n",
       " ('/business/company_shareholder/major_shareholder_of__E1B', 89),\n",
       " ('/business/company_shareholder/major_shareholder_of__E1I', 90),\n",
       " ('/business/company_shareholder/major_shareholder_of__E1L', 91),\n",
       " ('/business/company_shareholder/major_shareholder_of__E2B', 92),\n",
       " ('/business/company_shareholder/major_shareholder_of__E2I', 93),\n",
       " ('/business/company_shareholder/major_shareholder_of__E2L', 94),\n",
       " ('/location/neighborhood/neighborhood_of__E2B', 95),\n",
       " ('/location/neighborhood/neighborhood_of__E2L', 96),\n",
       " ('/location/neighborhood/neighborhood_of__E2I', 97),\n",
       " ('/location/administrative_division/country__E2B', 98),\n",
       " ('/location/administrative_division/country__E2L', 99),\n",
       " ('/sports/sports_team/location__E2S', 100),\n",
       " ('/business/company/place_founded__E1S', 101),\n",
       " ('/business/company/founders__E1B', 102),\n",
       " ('/business/company/founders__E1L', 103),\n",
       " ('/business/company/place_founded__E2B', 104),\n",
       " ('/business/company/place_founded__E2I', 105),\n",
       " ('/business/company/place_founded__E2L', 106),\n",
       " ('/people/person/children__E2I', 107),\n",
       " ('/business/company/advisors__E2B', 108),\n",
       " ('/business/company/advisors__E2I', 109),\n",
       " ('/business/company/advisors__E2L', 110),\n",
       " ('/business/company/advisors__E1S', 111),\n",
       " ('/business/company/major_shareholders__E1B', 112),\n",
       " ('/business/company/major_shareholders__E1I', 113),\n",
       " ('/business/company/major_shareholders__E1L', 114),\n",
       " ('/business/company/major_shareholders__E2I', 115),\n",
       " ('/people/person/religion__E2S', 116),\n",
       " ('/people/person/religion__E1S', 117),\n",
       " ('/people/person/nationality__E2B', 118),\n",
       " ('/people/person/nationality__E2L', 119),\n",
       " ('/sports/sports_team/location__E1I', 120),\n",
       " ('/sports/sports_team/location__E2I', 121),\n",
       " ('/people/person/place_of_birth__E1S', 122),\n",
       " ('/people/person/religion__E1B', 123),\n",
       " ('/people/person/religion__E1I', 124),\n",
       " ('/people/person/religion__E1L', 125),\n",
       " ('/people/person/religion__E2B', 126),\n",
       " ('/people/person/religion__E2I', 127),\n",
       " ('/people/person/religion__E2L', 128),\n",
       " ('/location/country/administrative_divisions__E1I', 129),\n",
       " ('/business/company/founders__E2S', 130),\n",
       " ('/sports/sports_team_location/teams__E1B', 131),\n",
       " ('/sports/sports_team_location/teams__E1L', 132),\n",
       " ('/people/person/children__E1S', 133),\n",
       " ('/people/person/children__E2S', 134),\n",
       " ('/people/person/place_lived__E1S', 135),\n",
       " ('/location/administrative_division/country__E1I', 136),\n",
       " ('/location/administrative_division/country__E2I', 137),\n",
       " ('/business/company/major_shareholders__E2S', 138),\n",
       " ('/people/deceased_person/place_of_death__E1I', 139),\n",
       " ('/people/person/children__E1I', 140),\n",
       " ('/location/country/capital__E1I', 141),\n",
       " ('/people/ethnicity/geographic_distribution__E2S', 142),\n",
       " ('/people/ethnicity/geographic_distribution__E1S', 143),\n",
       " ('/people/deceased_person/place_of_death__E1S', 144),\n",
       " ('/people/deceased_person/place_of_death__E2I', 145),\n",
       " ('/location/country/administrative_divisions__E2I', 146),\n",
       " ('/business/company/founders__E2I', 147),\n",
       " ('/business/person/company__E1S', 148),\n",
       " ('/business/company/founders__E1I', 149),\n",
       " ('/sports/sports_team_location/teams__E1I', 150),\n",
       " ('/people/ethnicity/people__E2B', 151),\n",
       " ('/people/ethnicity/people__E2L', 152),\n",
       " ('/people/ethnicity/people__E1S', 153),\n",
       " ('/people/person/nationality__E2I', 154),\n",
       " ('/people/person/profession__E1B', 155),\n",
       " ('/people/person/profession__E1L', 156),\n",
       " ('/people/person/profession__E2B', 157),\n",
       " ('/people/person/profession__E2I', 158),\n",
       " ('/people/person/profession__E2L', 159),\n",
       " ('/business/company/advisors__E1B', 160),\n",
       " ('/business/company/advisors__E1L', 161),\n",
       " ('/people/ethnicity/people__E2S', 162)]"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "tag2ix = pickle.load(open(BASE_DIR+TAG2IX, 'rb'))\n",
    "len(tag2ix)\n",
    "tag2ix\n",
    "sorted(tag2ix.items(),key = operator.itemgetter(1))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('/business/company/advisors__E1B', 160),\n",
       " ('/business/company/advisors__E1L', 161),\n",
       " ('/business/company/advisors__E1S', 111),\n",
       " ('/business/company/advisors__E2B', 108),\n",
       " ('/business/company/advisors__E2I', 109),\n",
       " ('/business/company/advisors__E2L', 110),\n",
       " ('/business/company/founders__E1B', 102),\n",
       " ('/business/company/founders__E1I', 149),\n",
       " ('/business/company/founders__E1L', 103),\n",
       " ('/business/company/founders__E1S', 71),\n",
       " ('/business/company/founders__E2B', 69),\n",
       " ('/business/company/founders__E2I', 147),\n",
       " ('/business/company/founders__E2L', 70),\n",
       " ('/business/company/founders__E2S', 130),\n",
       " ('/business/company/major_shareholders__E1B', 112),\n",
       " ('/business/company/major_shareholders__E1I', 113),\n",
       " ('/business/company/major_shareholders__E1L', 114),\n",
       " ('/business/company/major_shareholders__E1S', 67),\n",
       " ('/business/company/major_shareholders__E2B', 65),\n",
       " ('/business/company/major_shareholders__E2I', 115),\n",
       " ('/business/company/major_shareholders__E2L', 66),\n",
       " ('/business/company/major_shareholders__E2S', 138),\n",
       " ('/business/company/place_founded__E1B', 41),\n",
       " ('/business/company/place_founded__E1I', 42),\n",
       " ('/business/company/place_founded__E1L', 43),\n",
       " ('/business/company/place_founded__E1S', 101),\n",
       " ('/business/company/place_founded__E2B', 104),\n",
       " ('/business/company/place_founded__E2I', 105),\n",
       " ('/business/company/place_founded__E2L', 106),\n",
       " ('/business/company/place_founded__E2S', 44),\n",
       " ('/business/company_shareholder/major_shareholder_of__E1B', 89),\n",
       " ('/business/company_shareholder/major_shareholder_of__E1I', 90),\n",
       " ('/business/company_shareholder/major_shareholder_of__E1L', 91),\n",
       " ('/business/company_shareholder/major_shareholder_of__E1S', 73),\n",
       " ('/business/company_shareholder/major_shareholder_of__E2B', 92),\n",
       " ('/business/company_shareholder/major_shareholder_of__E2I', 93),\n",
       " ('/business/company_shareholder/major_shareholder_of__E2L', 94),\n",
       " ('/business/company_shareholder/major_shareholder_of__E2S', 72),\n",
       " ('/business/person/company__E1B', 20),\n",
       " ('/business/person/company__E1I', 21),\n",
       " ('/business/person/company__E1L', 22),\n",
       " ('/business/person/company__E1S', 148),\n",
       " ('/business/person/company__E2B', 47),\n",
       " ('/business/person/company__E2I', 48),\n",
       " ('/business/person/company__E2L', 49),\n",
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       " ('/location/administrative_division/country__E1I', 136),\n",
       " ('/location/administrative_division/country__E1L', 27),\n",
       " ('/location/administrative_division/country__E1S', 17),\n",
       " ('/location/administrative_division/country__E2B', 98),\n",
       " ('/location/administrative_division/country__E2I', 137),\n",
       " ('/location/administrative_division/country__E2L', 99),\n",
       " ('/location/administrative_division/country__E2S', 18),\n",
       " ('/location/country/administrative_divisions__E1B', 76),\n",
       " ('/location/country/administrative_divisions__E1I', 129),\n",
       " ('/location/country/administrative_divisions__E1L', 77),\n",
       " ('/location/country/administrative_divisions__E1S', 54),\n",
       " ('/location/country/administrative_divisions__E2B', 74),\n",
       " ('/location/country/administrative_divisions__E2I', 146),\n",
       " ('/location/country/administrative_divisions__E2L', 75),\n",
       " ('/location/country/administrative_divisions__E2S', 53),\n",
       " ('/location/country/capital__E1B', 78),\n",
       " ('/location/country/capital__E1I', 141),\n",
       " ('/location/country/capital__E1L', 79),\n",
       " ('/location/country/capital__E1S', 25),\n",
       " ('/location/country/capital__E2B', 87),\n",
       " ('/location/country/capital__E2L', 88),\n",
       " ('/location/country/capital__E2S', 24),\n",
       " ('/location/location/contains__E1B', 28),\n",
       " ('/location/location/contains__E1I', 34),\n",
       " ('/location/location/contains__E1L', 29),\n",
       " ('/location/location/contains__E1S', 9),\n",
       " ('/location/location/contains__E2B', 10),\n",
       " ('/location/location/contains__E2I', 33),\n",
       " ('/location/location/contains__E2L', 11),\n",
       " ('/location/location/contains__E2S', 19),\n",
       " ('/location/neighborhood/neighborhood_of__E1B', 55),\n",
       " ('/location/neighborhood/neighborhood_of__E1I', 57),\n",
       " ('/location/neighborhood/neighborhood_of__E1L', 56),\n",
       " ('/location/neighborhood/neighborhood_of__E1S', 40),\n",
       " ('/location/neighborhood/neighborhood_of__E2B', 95),\n",
       " ('/location/neighborhood/neighborhood_of__E2I', 97),\n",
       " ('/location/neighborhood/neighborhood_of__E2L', 96),\n",
       " ('/location/neighborhood/neighborhood_of__E2S', 39),\n",
       " ('/people/deceased_person/place_of_death__E1B', 36),\n",
       " ('/people/deceased_person/place_of_death__E1I', 139),\n",
       " ('/people/deceased_person/place_of_death__E1L', 37),\n",
       " ('/people/deceased_person/place_of_death__E1S', 144),\n",
       " ('/people/deceased_person/place_of_death__E2B', 45),\n",
       " ('/people/deceased_person/place_of_death__E2I', 145),\n",
       " ('/people/deceased_person/place_of_death__E2L', 46),\n",
       " ('/people/deceased_person/place_of_death__E2S', 38),\n",
       " ('/people/ethnicity/geographic_distribution__E1S', 143),\n",
       " ('/people/ethnicity/geographic_distribution__E2S', 142),\n",
       " ('/people/ethnicity/people__E1S', 153),\n",
       " ('/people/ethnicity/people__E2B', 151),\n",
       " ('/people/ethnicity/people__E2L', 152),\n",
       " ('/people/ethnicity/people__E2S', 162),\n",
       " ('/people/person/children__E1B', 7),\n",
       " ('/people/person/children__E1I', 140),\n",
       " ('/people/person/children__E1L', 8),\n",
       " ('/people/person/children__E1S', 133),\n",
       " ('/people/person/children__E2B', 5),\n",
       " ('/people/person/children__E2I', 107),\n",
       " ('/people/person/children__E2L', 6),\n",
       " ('/people/person/children__E2S', 134),\n",
       " ('/people/person/ethnicity__E1B', 84),\n",
       " ('/people/person/ethnicity__E1L', 85),\n",
       " ('/people/person/ethnicity__E2S', 86),\n",
       " ('/people/person/nationality__E1B', 2),\n",
       " ('/people/person/nationality__E1I', 58),\n",
       " ('/people/person/nationality__E1L', 3),\n",
       " ('/people/person/nationality__E1S', 64),\n",
       " ('/people/person/nationality__E2B', 118),\n",
       " ('/people/person/nationality__E2I', 154),\n",
       " ('/people/person/nationality__E2L', 119),\n",
       " ('/people/person/nationality__E2S', 4),\n",
       " ('/people/person/place_lived__E1B', 31),\n",
       " ('/people/person/place_lived__E1I', 68),\n",
       " ('/people/person/place_lived__E1L', 32),\n",
       " ('/people/person/place_lived__E1S', 135),\n",
       " ('/people/person/place_lived__E2B', 50),\n",
       " ('/people/person/place_lived__E2I', 51),\n",
       " ('/people/person/place_lived__E2L', 52),\n",
       " ('/people/person/place_lived__E2S', 30),\n",
       " ('/people/person/place_of_birth__E1B', 12),\n",
       " ('/people/person/place_of_birth__E1I', 13),\n",
       " ('/people/person/place_of_birth__E1L', 14),\n",
       " ('/people/person/place_of_birth__E1S', 122),\n",
       " ('/people/person/place_of_birth__E2B', 15),\n",
       " ('/people/person/place_of_birth__E2I', 59),\n",
       " ('/people/person/place_of_birth__E2L', 16),\n",
       " ('/people/person/place_of_birth__E2S', 35),\n",
       " ('/people/person/profession__E1B', 155),\n",
       " ('/people/person/profession__E1L', 156),\n",
       " ('/people/person/profession__E2B', 157),\n",
       " ('/people/person/profession__E2I', 158),\n",
       " ('/people/person/profession__E2L', 159),\n",
       " ('/people/person/religion__E1B', 123),\n",
       " ('/people/person/religion__E1I', 124),\n",
       " ('/people/person/religion__E1L', 125),\n",
       " ('/people/person/religion__E1S', 117),\n",
       " ('/people/person/religion__E2B', 126),\n",
       " ('/people/person/religion__E2I', 127),\n",
       " ('/people/person/religion__E2L', 128),\n",
       " ('/people/person/religion__E2S', 116),\n",
       " ('/sports/sports_team/location__E1B', 60),\n",
       " ('/sports/sports_team/location__E1I', 120),\n",
       " ('/sports/sports_team/location__E1L', 61),\n",
       " ('/sports/sports_team/location__E2B', 62),\n",
       " ('/sports/sports_team/location__E2I', 121),\n",
       " ('/sports/sports_team/location__E2L', 63),\n",
       " ('/sports/sports_team/location__E2S', 100),\n",
       " ('/sports/sports_team_location/teams__E1B', 131),\n",
       " ('/sports/sports_team_location/teams__E1I', 150),\n",
       " ('/sports/sports_team_location/teams__E1L', 132),\n",
       " ('/sports/sports_team_location/teams__E1S', 83),\n",
       " ('/sports/sports_team_location/teams__E2B', 80),\n",
       " ('/sports/sports_team_location/teams__E2I', 81),\n",
       " ('/sports/sports_team_location/teams__E2L', 82),\n",
       " ('O', 1)]"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "sorted(tag2ix.items(),key = operator.itemgetter(0))"
   ]
  }
 ],
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